INE/Research/Publications
2021
Book Chapter
Gernot Müller-Putz and Selina Christin Wriessnegger Electroencephalography and Brain–Computer InterfacesNeuroprosthetics and Brain-Computer Interfaces in Spinal Cord Injury71-103 Show publication in PURE
Proceedings
Proceedings Annual Meeting of the Austrian Society for Biomedical Engineering 2021 Show publication in PURE
Journal Article
Kerstin Lenk Neuronal and Astrocytic Regulations in Schizophrenia Show publication in PURE
Gernot Müller-Putz and Andreea Ioana Sburlea Online asynchronous detection of error-related potentials in participants with a spinal cord injury using a generic classifier Show publication in PURE
Gernot Müller-Putz, Lea Hehenberger and Nitikorn Srisrisawang Long-Term Mutual Training for the CYBATHLON BCI Race With a Tetraplegic Pilot Show publication in PURE
Gernot Müller-Putz and Selina Christin Wriessnegger Deep Learning-Based Classification of Fine Hand Movements from Low Frequency EEG Show publication in PURE
Gernot Müller-Putz and Andreea Ioana Sburlea Disentangling human grasping type from the object's intrinsic properties using low-frequency EEG signals Show publication in PURE
Gernot Müller-Putz Online detection of movement during natural and self-initiated reach-and-grasp actions from EEG signals Show publication in PURE
Conference/Workshop Article
Gernot Müller-Putz and Kyriaki Kostoglou Directed Connectivity Analysis in People with Spinal Cord Injury during Attempted Arm and Hand Movements Proceedings Annual Meeting of the Austrian Society for Biomedical Engineering 2021 75-78 Show publication in PURE
Gernot Müller-Putz, Valeria Mondini, Hannah Pulferer and Andreea Ioana Sburlea Learning effects in 2D trajectory inference from low-frequency EEG signals over multiple feedback sessions Proceedings Annual Meeting of the Austrian Society for Biomedical Engineering 2021 83-86 Show publication in PURE
Gernot Müller-Putz and Nitikorn Srisrisawang An investigation on dimensionality reduction in the source-space-based hand trajectory decoding Proceedings Annual Meeting of the Austrian Society for Biomedical Engineering 2021 79-82 Show publication in PURE
Kerstin Lenk Astrocytic control in in vitro and simulated neuron-astrocyte networks NANOCOM 2021: Proceedings of the 8th ACM International Conference on Nanoscale Computing and Communication Show publication in PURE
Selina Christin Wriessnegger Virtual Reality Applications for the Treatment of Anxiety and Mental Disorders Proceedings of 2021 7th International Conference of the Immersive Learning Research Network, iLRN 2021 Show publication in PURE
Gernot Müller-Putz and Valeria Mondini Analysis of somatosensory evoked potentials after noninvasive electrocutaneous stimulation of foot and thigh ÖGBMT Jahrestagung 2021 Show publication in PURE
Gernot Müller-Putz NeuroIS International Conference on Information Systems, ICIS 2020 - Making Digital Inclusive Show publication in PURE
Gernot Müller-Putz, Lea Hehenberger, Valeria Mondini and Andreea Ioana Sburlea Decoding of continuous movement attempt in 2-dimensions from non-invasive low frequency brain signals 2021 10th International IEEE/EMBS Conference on Neural Engineering, NER 2021 322-325 Show publication in PURE
Other Article
Hannah Pulferer Learning effects in 2D trajectory inference from low-frequency EEG signals over multiple feedback sessions Show publication in PURE
Gernot Müller-Putz, Valeria Mondini, Hannah Pulferer and Andreea Ioana Sburlea Learning effects in 2D trajectory inference from low-frequency EEG signals over multiple feedback sessions Show publication in PURE
Kyriaki Kostoglou Cortical connectivity in people with Spinal Cord Injury during attempted arm and hand movements Show publication in PURE
Gernot Müller-Putz, Valeria Mondini and Andreea Ioana Sburlea Low frequency EEG-based movement decoding for the continuous online control of a robotic arm Show publication in PURE
Gernot Müller-Putz and Nitikorn Srisrisawang Source-space based decoding of hand movement trajectory during a pursuit tracking task Show publication in PURE
2020
Book Chapter
Gernot Müller-Putz ElectroencephalographyBrain-Computer Interfaces249-262 Show publication in PURE
Journal Article
Gernot Müller-Putz and Andreea Ioana Sburlea Using machine learning to reveal the population vector from EEG signals Show publication in PURE
High-throughput in-field bioprospecting for cyanogenic plants and hydroxynitrile lyases Show publication in PURE
Selina Christin Wriessnegger NICA: A novel Toolbox for Near-Infrared Spectroscopy Calculations and Analyses Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer SAFE Show publication in PURE
Gernot Müller-Putz Perturbation-evoked potentials can be classified from single-trial EEG Show publication in PURE
Gernot Müller-Putz Decoding hand movements from human EEG to control a robotic arm in a simulation environment Show publication in PURE
Gernot Müller-Putz and Andreea Ioana Sburlea Corneo-retinal-dipole and eyelid-related eye artifacts can be corrected offline and online in electroencephalographic and magnetoencephalographic signals Show publication in PURE
Gernot Müller-Putz, Valeria Mondini and Andreea Ioana Sburlea Continuous low-frequency EEG decoding of arm movement for closed-loop, natural control of a robotic arm Show publication in PURE
Gernot Müller-Putz and Andreea Ioana Sburlea Distinct cortical networks for hand movement initiation and directional processing Show publication in PURE
Gernot Müller-Putz, Valeria Mondini and Andreea Ioana Sburlea Distance- and speed-informed kinematics decoding improves M/EEG based upper-limb movement decoder accuracy Show publication in PURE
Gernot Müller-Putz, Selina Christin Wriessnegger and Andreea Ioana Sburlea Inter-and Intra-individual Variability in Brain Oscillations During Sports Motor Imagery Show publication in PURE
Gernot Müller-Putz Analyzing and Decoding Natural Reach-and-Grasp Actions Using Gel, Water and Dry EEG Systems Show publication in PURE
Gernot Müller-Putz, Lea Hehenberger and Andreea Ioana Sburlea Assessing the impact of vibrotactile kinaesthetic feedback on electroencephalographic signals in a center-out task Show publication in PURE
Günter Schreier Quantitative falls risk assessment in elderly people Show publication in PURE
Gert Pfurtscheller Verification of a Central Pacemaker in Brain Stem by Phase-Coupling Analysis Between HR Interval- and BOLD-Oscillations in the 0.10–0.15 Hz Frequency Band Show publication in PURE
Conference/Workshop Article
Gernot Müller-Putz Investigating the role of mind wandering in computer-supported collaborative work Information Systems and Neuroscience - NeuroIS Retreat 2019 53-62 Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer Detecting system errors in virtual reality using EEG through error-related potentials Proceedings - 2020 IEEE Conference on Virtual Reality and 3D User Interfaces, VR 2020 653-661 Show publication in PURE
Gernot Müller-Putz and Valeria Mondini Non-linear online low-frequency EEG decoding of arm movements during a pursuit tracking task 42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society 2981-2985 Show publication in PURE
Gernot Müller-Putz and Valeria Mondini On the Modulation of Perturbation-Evoked Potentials After Motor Reaction in a Human-Machine Interaction Setup Information Systems and Neuroscience - NeuroIS Retreat 2020 344-349 Show publication in PURE
Gernot Müller-Putz Consumer-Grade EEG Instruments Information Systems and Neuroscience - NeuroIS Retreat 2020 350-361 Show publication in PURE
Gernot Müller-Putz and Andreea Ioana Sburlea A Generic Error-related Potential Classifier Offers a Comparable Performance to a Personalized Classifier 42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society 2995-2998 Show publication in PURE
Günter Schreier Machine Learning Based Walking Aid Detection in Timed Up-and-Go Test Recordings of Elderly Patients 42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society 808-811 Show publication in PURE
Günter Schreier Concept for visualisation of guideline adherence of medication prescriptions in a heart failure telehealth system dHealth 2020 - Biomedical Informatics for Health and Care 49-56 Show publication in PURE
Günter Schreier Encoding of numerical data for privacy-preserving record linkage dHealth 2020 - Biomedical Informatics for Health and Care 23-30 Show publication in PURE
Günter Schreier Natural language processing for detecting medication-related notes in heart failure telehealth patients Digital Personalized Health and Medicine - Proceedings of MIE 2020 761-765 Show publication in PURE
Thesis
Selina Christin Wriessnegger NEURAL CORRELATES OF COVERT ACTIONS: NOVEL INSIGHTS FROM NON-INVASIVE IMAGING STUDIES Show publication in PURE
Large Scale Slide Digitalisation for Machine Learning in Computational Pathology Show publication in PURE
2019
Proceedings
Proceedings of the 8th Graz Brain-Computer Interface Conference 2019 Show publication in PURE
Journal Article
Gernot Müller-Putz Attempted Arm and Hand Movements can be Decoded from Low-Frequency EEG from Persons with Spinal Cord Injury Show publication in PURE
Gernot Müller-Putz Direct comparison of supervised and semi-supervised retraining approaches for co-adaptive BCIs Show publication in PURE
Gernot Müller-Putz Unimanual and Bimanual Reach-and-Grasp Actions Can Be Decoded From Human EEG Show publication in PURE
Gernot Müller-Putz High-density EEG mobile brain/body imaging data recorded during a challenging auditory gait pacing task Show publication in PURE
Gernot Müller-Putz and Andreea Ioana Sburlea Online asynchronous decoding of error-related potentials during the continuous control of a robot Show publication in PURE
Gernot Müller-Putz Mental imagery for brain-computer interface control and communication in non-responsive individuals Show publication in PURE
Gernot Müller-Putz Workshops of the seventh international brain-computer interface meeting Show publication in PURE
Gert Pfurtscheller “Switch-off” of respiratory sinus arrhythmia may be associated with the activation of an oscillatory source (pacemaker) in the brain stem Show publication in PURE
Large expert-curated database for benchmarking document similarity detection in biomedical literature search Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer Domain Adaptation Techniques for EEG-based Emotion Recognition Show publication in PURE
Conference/Workshop Article
Gernot Müller-Putz and Andreea Ioana Sburlea HEAR to remove pops and drifts: the high-variance electrode artifact removal (HEAR) algorithm Proceedings of the 41th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) Show publication in PURE
Gernot Müller-Putz Combining frequency and time-domain EEG features for classification of self-paced reach-and-grasp actions Proceedings of the 41st International Engineering in Medicine and Biology Conference 3036-3041 Show publication in PURE
Gernot Müller-Putz Perturbation-Evoked Potentials: Future Usage in Human-Machine Interaction Information Systems and Neuroscience 242 - 248 Show publication in PURE
Gernot Müller-Putz and Andreea Ioana Sburlea Simultaneous decoding of velocity and speed during executed and observed tracking movements: an MEG study Proceedings of the 8th Graz Brain-Computer Interface Conference 2019 100-105 Show publication in PURE
Gernot Müller-Putz and Andreea Ioana Sburlea HOW SIMILAR ARE THE NEURAL PATTERNS WHEN OBSERVING GRASPING HAND POSTURES TO THE BEHAVIORAL PATTERNS WHEN EXECUTING THE GRASP? Proceedings of the 8th Graz Brain-Computer Interface Conference 2019 279-284 Show publication in PURE
Gernot Müller-Putz Applying intuitive EEG-controlled grasp neuroprostheses in individuals with spinal cord injury: Preliminary results from the MoreGrasp clinical feasibility study 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 5949-5955 Show publication in PURE
Gernot Müller-Putz and Andreea Ioana Sburlea Asynchronous detection of error-related potentials using a generic classifier Proceedings of the 8th Graz Brain Computer Interface Conference 2019 54-58 Show publication in PURE
Gernot Müller-Putz and Andreea Ioana Sburlea Expectation mismatch during a tracking task: an EEG analysis Proceedings of the 8th Graz Brain Computer Interface Conference 2019 65-70 Show publication in PURE
Gernot Müller-Putz ONLINE DETECTION OF HAND OPEN VS PALMAR GRASP ATTEMPTS IN A PERSON WITH SPINAL CORD INJURY Proceedings of the 8th Graz Brain-Computer Interface Conference 2019 188-193 Show publication in PURE
Gernot Müller-Putz, Lea Hehenberger and Andreea Ioana Sburlea Tuning of parameters for a vibrotactile kinaesthetic feedback system utilizing tactile illusions Proceedings of the 8th Graz Brain-Computer Interface Conference 2019 244-248 Show publication in PURE
Günter Schreier Predictive modelling and its visualization for telehealth data – Concept and implementation of an interactive viewer dHealth 2019 - From eHealth to dHealth - Proceedings of the 13th Health Informatics Meets Digital Health Conference 234-241 Show publication in PURE
Günter Schreier Patient record linkage for data quality assessment based on time series matching dHealth 2019 - From eHealth to dHealth - Proceedings of the 13th Health Informatics Meets Digital Health Conference 210-217 Show publication in PURE
Other Article
Gernot Müller-Putz and Andreea Ioana Sburlea HEAR to remove pops and drifts: the high-variance electrode artifact removal (HEAR) algorithm Show publication in PURE
Gernot Müller-Putz, Valeria Mondini and Andreea Ioana Sburlea Expression of kinematic information in eeg and meg signals during visuomotor tasks Show publication in PURE
Gernot Müller-Putz, Lea Hehenberger and Andreea Ioana Sburlea Towards non-invasive decoding of cortical patterns: goal directed movements, movement trajectories, error potentials, hand movement attempts and artificial sensory feedback in humans Show publication in PURE
Gernot Müller-Putz and Andreea Ioana Sburlea Using ErrPs to improve continuous BCIs Show publication in PURE
Gernot Müller-Putz and Andreea Ioana Sburlea Investigating goal-directed movement planning and intention using EEG Show publication in PURE
Gernot Müller-Putz and Selina Christin Wriessnegger Visuo-spatial complexity and object-relatedness impact brain activity during motor imagery Show publication in PURE
Gernot Müller-Putz, Lea Hehenberger and Andreea Ioana Sburlea Artificial somatosensory kinaesthetic feedback of arm movements Show publication in PURE
Gernot Müller-Putz, Lea Hehenberger and Andreea Ioana Sburlea Tuning of parameters for a vibrotactile kinaesthetic feedback system utilizing tactile illusions Show publication in PURE
Gernot Müller-Putz Combining frequency and time-domain EEG features for classification of self-paced reach-and-grasp actions Show publication in PURE
Reinhold Scherer EEG-based Endogenous Online Co-Adaptive Brain-Computer Interfaces: Strategy for Success? Show publication in PURE
2018
Book Chapter
Reinhold Scherer Mind the Traps! Design Guidelines for Rigorous BCI ExperimentsBrain-computer interfaces handbook 613 Show publication in PURE
Reinhold Scherer BCI and Games: Playful, Experience-Oriented Learning by Vivid Feedback?Brain-computer interfaces handbook207-232 Show publication in PURE
Reinhold Scherer Motor Imagery based Brain-Computer InterfacesSmart Wheelchairs and Brain-Computer Interfaces171-195 Show publication in PURE
Journal Article
A novel network-based approach for discovering dynamic metabolic biomarkers in cardiovascular disease Show publication in PURE
Gernot Müller-Putz and Andreea Ioana Sburlea Decoding natural reach-and-grasp actions from human EEG. Show publication in PURE
Gert Pfurtscheller Synchronization of intrinsic 0.1-Hz blood-oxygen-level dependent (BOLD) oscillations in amygdala and prefrontal cortex in subjects with increased state anxiety Show publication in PURE
Selina Christin Wriessnegger Cortical Activation Patterns to Spatially Presented Pure Tone Stimuli with Different Intensities Measured by Functional Near-Infrared Spectroscopy Show publication in PURE
Gernot Müller-Putz and Selina Christin Wriessnegger Action affordances and visuo-spatial complexity in motor imagery: an fMRI study Show publication in PURE
Gernot Müller-Putz Factors that affect error potentials during a grasping task Show publication in PURE
Gernot Müller-Putz and Selina Christin Wriessnegger Imagine squeezing a cactus: Cortical activation during affective motor imagery measured by functional near-infrared spectroscopy Show publication in PURE
Gernot Müller-Putz and Andreea Ioana Sburlea EEG patterns of self-paced movement imaginations towards externally-cued and internally-selected targets Show publication in PURE
Gernot Müller-Putz and Selina Christin Wriessnegger Frequency-specific cortical dynamics during motor imagery are influenced by prior physical activity Show publication in PURE
Gernot Müller-Putz and Andreea Ioana Sburlea Masked and unmasked error-related potentials during continuous control and feedback Show publication in PURE
Gernot Müller-Putz and Andreea Ioana Sburlea Exploring representations of human grasping in neural, muscle and kinematic signals Show publication in PURE
Gernot Müller-Putz Artifacts in EEG of simultaneous EEG-fMRI: Pulse artifact remainders in the gradient artifact template are a source of artifact residuals after average artifact subtraction Show publication in PURE
Gert Pfurtscheller MRI-related anxiety in healthy individuals, intrinsic BOLD oscillations at 0.1 Hz and heart rate variability in low frequency bands Show publication in PURE
Gert Pfurtscheller ”Switch-off” of respiratory sinus arrhythmia can occur in a minority of subjects during functional magnetic resonance imaging (fMRI) Show publication in PURE
Gernot Müller-Putz Towards using fNIRS recordings of mental arithmetic for the detection of residual cognitive activity in patients with disorders of consciousness (DOC) Show publication in PURE
Gernot Müller-Putz and Andreea Ioana Sburlea Tuning characteristics of low-frequency EEG to positions and velocities in visuomotor and oculomotor tracking tasks Show publication in PURE
Trainability of hemodynamic parameters Show publication in PURE
Placebo hampers ability to self-regulate brain activity Show publication in PURE
Günter Schreier Cardiac anomaly detection based on time and frequency domain features using tree-based classifiers Show publication in PURE
Conference/Workshop Article
Günter Schreier HEALTHeBIKES-Smart E-Bike prototype for controlled exercise in Telerehabilitation programs Health Informatics Meets eHealth 307-313 Show publication in PURE
Günter Schreier Utilising Information of the Case Fee Catalogue to Enhance 30-Day Readmission Prediction in the German DRG System Decision Support Systems and Education 40-44 Show publication in PURE
Günter Schreier Automated Measurement and Subtask Analysis of the Timed Upand- Go Test in the Field of Geriatrics 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018 1526-1529 Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer Stable feature selection for EEG-based emotion recognition Proceedings - 2018 International Conference on Cyberworlds, CW 2018 176-183 Show publication in PURE
Gernot Müller-Putz, Lea Hehenberger and Andreea Ioana Sburlea Towards non-invasive Brain-Computer Interfaces for hand/arm control in users with spinal cord injury The 6th International Winter Conference on Brain-Computer Interface 65-68 Show publication in PURE
Gernot Müller-Putz and Selina Christin Wriessnegger The impact of gestures on Formal Language learning and its neural correlates: A study proposal Lecture Notes in Neuro Information Systems Show publication in PURE
Andreea Ioana Sburlea Exploring the similarity of grasping representations among EEG, EMG, kinematic activity and categorical models 7th International BCI Meeting Show publication in PURE
Reinhold Scherer Are Online Co-Adaptive Sensorimotor Rhythm Brain-Computer Interface Training Paradigms Effective? 2018 International Conference on Cyberworlds (CW) 419-422 Show publication in PURE
Two-Stage evaluation of a telehealth nutrition management service in support of Diabesity therapy Health Informatics Meets eHealth 314-321 Show publication in PURE
Thesis
Improving the quality of the electroencephalogram simultaneously recorded with functional magnetic resonance imaging Show publication in PURE
Other Article
Gernot Müller-Putz and Selina Christin Wriessnegger Affective motor imagery activates specific brain regions of the pain matrix Show publication in PURE
Gernot Müller-Putz and Andreea Ioana Sburlea A paradigm for detection of self-paced movement imaginations using MRCPs Show publication in PURE
Gernot Müller-Putz and Andreea Ioana Sburlea A paradigm for detection of self-paced movement imaginations using MRCPs Show publication in PURE
Reinhold Scherer Gait-phase related EEG modulations during gait rehabilitation after stroke - First results Show publication in PURE
Reinhold Scherer Instantaneous voltage of electroencephalographic oscillatory activity: An alternative to power and phase measurements Show publication in PURE
Reinhold Scherer Are Online Co-Adaptive Sensorimotor Rhythm Brain-Computer Interface Training Paradigms Effective? Show publication in PURE
Reinhold Scherer Gait-phase related EEG modulations during gait rehabilitation after stroke - First results Show publication in PURE
Gernot Müller-Putz and Andreea Ioana Sburlea Exploring the similarity of grasping representations among EEG, EMG, kinematic activity and categorical models Show publication in PURE
Bioinformatic Analysis of FXR related ChIP-seq data Show publication in PURE
Bioinformatic Analysis of FXR related ChIP-seq data Show publication in PURE
Bioinformatic Analysis of FXR related ChIP-seq data Show publication in PURE
Gernot Müller-Putz and Andreea Ioana Sburlea Decoding differences in continuously executed and observed tracking movements from EEG signals Show publication in PURE
Andreea Ioana Sburlea Exploring the similarity of grasping representations among EEG, EMG, kinematic activity and categorical models Show publication in PURE
2017
Proceedings
Proceedings of the 7th Graz Brain-Computer Interface Conference 2017 Show publication in PURE
Journal Article
Gernot Müller-Putz Reference layer adaptive filtering (RLAF) for EEG artifact reduction in simultaneous EEG-fMRI Show publication in PURE
Reinhold Scherer Heading for new shores! Overcoming pitfalls in BCI design Show publication in PURE
Gernot Müller-Putz and Andreea Ioana Sburlea EEG neural correlates of goal-directed movement intention Show publication in PURE
Gert Pfurtscheller Brain–heart communication: Evidence for “central pacemaker” oscillations with a dominant frequency at 0.1 Hz in the cingulum Show publication in PURE
Gert Pfurtscheller Distinction between Neural and Vascular BOLD Oscillations and Intertwined Heart Rate Oscillations at 0.1 Hz in the Resting State and during Movement Show publication in PURE
Gernot Müller-Putz and Selina Christin Wriessnegger Force related hemodynamic responses during execution and imagery of a hand grip task: A functional near infrared spectroscopy study Show publication in PURE
Gernot Müller-Putz TiD - Introducing and Benchmarking an Event-Delivery System for Brain-Computer Interfaces Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer Workshops of the Sixth International Brain–Computer Interface Meeting: brain–computer interfaces past, present, and future Show publication in PURE
Gernot Müller-Putz and Selina Christin Wriessnegger Composing only by thought: Novel application of the P300 brain-computer interface Show publication in PURE
Gernot Müller-Putz Upper limb movements can be decoded from the time-domain of low-frequency EEG Show publication in PURE
Gernot Müller-Putz Online Reduction of Artifacts in EEG of Simultaneous EEG-fMRI Using Reference Layer Adaptive Filtering (RLAF) Show publication in PURE
Gernot Müller-Putz and Lea Hehenberger Cybathlon experiences of the Graz BCI racing team Mirage91 in the brain-computer interface discipline Show publication in PURE
Ability to gain control over one’s own brain activity and its relation to spiritual practice Show publication in PURE
Conference/Workshop Article
A dynamic network based approach for discovering new metabolic biomarkers in myocardial injury Proceedings der ÖGBMT-Jahrestagung 2017 5-6 Show publication in PURE
Reconstruction of mitochondrial genotypes from diverse next generation sequencing datasets Proceedings of the 10th International joint conference on Biomedical Engineering Systems and Technologies in press Show publication in PURE
Gernot Müller-Putz The EEG-controlled MoreGrasp grasp neuroprosthesis for individuals with high spinal cord injury – multipad electrodes for screening and closed-loop grasp pattern control International Functional Electrical Stimulation Society 21st Annual Conference 25 Show publication in PURE
Gernot Müller-Putz No training, same performance!? - A generic P300 classifier approach Proceedings of the 7th International BCI Conference Graz 2017 Show publication in PURE
Gernot Müller-Putz and Andreea Ioana Sburlea Error-related potentials with masked and unmasked onset during continuous control and feedback 7th Graz Brain-Computer Interface Conference 2017 Show publication in PURE
Gernot Müller-Putz, Lea Hehenberger and Andreea Ioana Sburlea Towards non-invasive EEG-based arm/handcontrol in users with spinal cord injury 5th International Winter Conference on Brain-Computer Interfaces Show publication in PURE
Gernot Müller-Putz and Andreea Ioana Sburlea A comparison of ocular artifact removal methods for block design based electroencephalography experiments Proceedings of the 7th Graz Brain-Computer Interface Conference 2017 236-241 Show publication in PURE
Gernot Müller-Putz and Andreea Ioana Sburlea Event-Related Potentials in Externally and Internally-Driven Target Selection: a preliminary study Proceedings of the 7th Graz Brain-Computer Interface Conference 2017 From Vision to Reality 400-405 Show publication in PURE
Gernot Müller-Putz Visual Input Affects the Decoding of Imagined Movements of the Same Limb Proceedings of the 7th Graz Brain-Computer Interface Conference 2017 367-372 Show publication in PURE
Gernot Müller-Putz Movement Decoding from EEG: Target or Direction? Proceedings of the 7th Graz Brain-Computer Interface Conference 2017 344-348 Show publication in PURE
Selina Christin Wriessnegger Auditory-induced cortical activation patterns measured by functional near infrared spectroscopy (fNIRS) Biomedical Engineering Show publication in PURE
Gernot Müller-Putz Brain-Computer Interface adaptation for an end user to compete in the Cybathlon Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2016) Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer Unsupervised feature learning for EEG-based emotion recognition Proceedings - 2017 International Conference on Cyberworlds, CW 2017 - in cooperation with 182-185 Show publication in PURE
Gernot Müller-Putz Hierarchical decoding of grasping commands from EEG 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society 2085-2088 Show publication in PURE
Gernot Müller-Putz MoreGrasp: Restoration of upper limb function in individuals with high spinal cord injury by multimodal neuroprostheses for interaction in daily activities 7th Graz Brain-Computer Interface Conference 2017 Show publication in PURE
Reinhold Scherer and Lea Hehenberger Estimation of Gait Parameters from EEG Source Oscillations Systems, Man, and Cybernetics (SMC) 004182 - 004187 Show publication in PURE
Other Article
Selina Christin Wriessnegger Erste Erfahrungen zur Messung auditorisch induzierter Aktivierungsmuster mittels funktioneller Nahinfrarot-spektroskopie Show publication in PURE
Selina Christin Wriessnegger Nichtinvasive Messung auditorisch induzierter kortikaler Aktivierungsmuster mittels fNIRS Show publication in PURE
Gernot Müller-Putz EEG-controlled grasp neuroprosthesis for individuals with high spinal cord injury - decoding of multiple single limb movements Show publication in PURE
Gernot Müller-Putz Decoding Movements of the Upper Limb from EEG Show publication in PURE
Gernot Müller-Putz and Andreea Ioana Sburlea Asynchronous detection of interaction errors Show publication in PURE
Gernot Müller-Putz and Andreea Ioana Sburlea Estimating movement parameters from EEG during a continuous tracking task Show publication in PURE
Gernot Müller-Putz Reference layer adaptive filtering (RLAF) in simultaneous EEG-fMRI Show publication in PURE
Gernot Müller-Putz and Andreea Ioana Sburlea Event-Related Potentials in Externally and Internally-Driven Target-Selection: a preliminary study Show publication in PURE
Gernot Müller-Putz and Andreea Ioana Sburlea Externally and internally-driven target selection: cue and response-locked EEG Show publication in PURE
Gernot Müller-Putz, Lea Hehenberger and Andreea Ioana Sburlea Towards non-invasive decoding of cortical patterns induced by goal directed movement intentions and artificial sensory feedback in humans Show publication in PURE
Gernot Müller-Putz EEG-controlled noninvasive grasp neuroprosthesis for individuals with high spinal cord injury – decoding of multiple single limb movements and multi-pad electrodes for closed-loop grasp pattern Show publication in PURE
Gernot Müller-Putz Visual Input Affects the Decoding of Imagined Movements of the Same Limb Show publication in PURE
Gernot Müller-Putz Movement Decoding from EEG: Target or Direction? Show publication in PURE
2016
Book Chapter
Gernot Müller-Putz and Selina Christin Wriessnegger Mobile BCI technology: NeuroIS goes out of the lab into the fieldLecture Notes in Information Systems and Organisation Show publication in PURE
Gernot Müller-Putz From classic motor imagery to complex movement intention decoding: The noninvasive Graz-BCI approachProgress in Brain Research Show publication in PURE
Proceedings
Proceedings of the 6th International Brain-Computer Interface Meeting Show publication in PURE
Journal Article
Volume conduction influences scalp-based connectivity estimates Show publication in PURE
Gernot Müller-Putz Distinct β Band Oscillatory Networks Subserving Motor and Cognitive Control during Gait Adaptation Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer Random forests in non-invasive sensorimotor rhythm brain-computer interfaces: A practical and convenient non-linear classifier Show publication in PURE
Gernot Müller-Putz A hybrid three-class brain-computer interface system utilizing SSSEPs and transient ERPs Show publication in PURE
Gernot Müller-Putz Evaluation of induced and evoked changes in EEG during selective attention to verbal stimuli Show publication in PURE
Gernot Müller-Putz Steuerung von Neuroprothesen bei Querschnittlähmung: der nichtinvasive Graz-BCI-Ansatz Show publication in PURE
Gernot Müller-Putz On similarities and differences of invasive and non-invasive electrical brain signals in brain-computer interfacing Show publication in PURE
Gernot Müller-Putz The role of transient target stimuli in a steady-state somatosensory evoked potential-based brain-computer interface setup Show publication in PURE
Gernot Müller-Putz and Selina Christin Wriessnegger Cooperation in Mind: Motor imagery of joint and single actions is represented in different brain areas Show publication in PURE
Gernot Müller-Putz and Selina Christin Wriessnegger Evaluation of different EEG acquisition systems concerning their suitability for building a brain-computer interface: Case Studies Show publication in PURE
Conference/Workshop Article
Gernot Müller-Putz Mirage91: The Graz BCI-Racing Team – making students familiar with BCI research. Proceedings of the 6th International Brain-Computer Interface Meeting Show publication in PURE
Gernot Müller-Putz First contact screening of a BCI Pilot Cybathlon Symposium Show publication in PURE
Gernot Müller-Putz Optimized individual mental tasks to control BCIs Cybathlon Symposium Show publication in PURE
Gernot Müller-Putz BCI adaption for end user –The GRAZ-BCI approach Cybathlon Symposium Show publication in PURE
Gernot Müller-Putz The MIRAGE91 Brain–Computer Interface Cybathlon Symposium Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer Skipping BCI calibration: fundamental investigations on Restricted Boltzmann Machines Proceedings of the Sixth International Brain-Computer Interface Meeting: BCI Past, Present, and Future 157 Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer Social inclusion as feature to improve BCI skill training: A feasibility case study in cerebral palsy Proceedings of the Sixth International Brain-Computer Interface Meeting: BCI Past, Present, and Future Show publication in PURE
Time domain classification of grasp and hold tasks Proceedings of the Sixth International Brain-Computer Interface Meeting: BCI Past, Present and Future 76 Show publication in PURE
Gernot Müller-Putz Discriminating goal-directed from non-goal-directed movements for BCI control Proceedings of the 6th International Brain-Computer Interface Meeting 67 Show publication in PURE
Reinhold Scherer Restricted Boltzmann Machines in Sensory Motor Rhythm Brain-Computer Interfacing: A Study on Inter-Subject Transfer and Co-Adaptation Systems, Man, and Cybernetics (SMC), 2016 IEEE International Conference on 000469 - 000474 Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer Lets play Tic-Tac-Toe: A Brain-Computer Interface case study in cerebral palsy Systems, Man, and Cybernetics (SMC), 2016 IEEE International Conference on 003736 - 003741 Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer Using Support Vector Regression to Estimate Valence Level from EEG Systems, Man, and Cybernetics (SMC), 2016 IEEE International Conference on 002558 - 002563 Show publication in PURE
Gernot Müller-Putz Movements of the same upper limb can be classified from low-frequency time-domain EEG signals Proceedings of the Sixth International Brain-Computer Interface Meeting: BCI Past, Present, and Future 69 Show publication in PURE
Thesis
Pixel-wise quantification of myocardial perfusion indices from dynamic contrast-enhanced MRI Show publication in PURE
Other Article
Gernot Müller-Putz BCI adaptation for end users The Graz-BCI approach Show publication in PURE
Gernot Müller-Putz First contact screening of a BCI Pilot Show publication in PURE
Lipid Data Analyzer: Automated Identification of Lipid Structures in High-Throughput LC-MS<sup>n</sup> Data Show publication in PURE
Gernot Müller-Putz The grasp detected: Time domain classification of grasp and hold tasks Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer Linking neural oscillations and motor behavior: Modeling EEG source dynamics during human walking and rhythmic finger movements Show publication in PURE
Selina Christin Wriessnegger and Reinhold Scherer Towards a general-purpose mobile brain-body imaging NeuroIS testbed Show publication in PURE
Gernot Müller-Putz Mirage91: The Graz BCI-Racing Team – making students familiar with BCI research Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer Skipping BCI calibration: fundamental investigations on Restricted Boltzmann Machines Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer Social inclusion as feature to improve BCI skill training: A feasibility case study in cerebral palsy Show publication in PURE
Reinhold Scherer BCIs for end-users with cerebral palsy: Lessons learned from the EC FP 7 ABC project Show publication in PURE
Reinhold Scherer Mobile EEG: A tool for neurorehabilitation Show publication in PURE
Gernot Müller-Putz and Selina Christin Wriessnegger Improving the vividness of motor imagery tasks for future application in Brain-Computer Interfaces Show publication in PURE
Gernot Müller-Putz Movements of the same upper limb can be classified from low-frequency time-domain EEG signals Show publication in PURE
Gernot Müller-Putz The MIRAGE91 Brain-Computer Interface Show publication in PURE
2015
Book
Gernot Müller-Putz Brain-Computer Interface Research: A State-of-the-Art Summary 4 Show publication in PURE
Book Chapter
Gernot Müller-Putz and Reinhold Scherer Games for BCI Skill LearningHandbook of Digital Games and Entertainment Technologies1-19 Show publication in PURE
Journal Article
Gernot Müller-Putz The user-centred design in BCI research and development Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer Corrigendum: EEG beta suppression and low gamma modulation are different elements of human upright walking Show publication in PURE
Gernot Müller-Putz and Selina Christin Wriessnegger Electroencephalography (EEG) as a Research Tool in the Information Systems Discipline: Foundations, Measurement, and Applications Show publication in PURE
Gernot Müller-Putz Towards non-invasive Hybrid Brain-Computer Interfaces: framework, practice, clinical application and beyond Show publication in PURE
Gernot Müller-Putz BNCI Horizon 2020: Towards a Roadmap for the BCI Community Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer High and low gamma EEG oscillations in central sensorimotor areas are conversely modulated during the human gait cycle Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer Individually Adapted Imagery Improves Brain-Computer Interface Performance in End-Users with Disability Show publication in PURE
NIR-emitting aza-BODIPY dyes – new building blocks for broad-range optical pH sensors Show publication in PURE
Gernot Müller-Putz Online visualization of brain connectivity Show publication in PURE
Zlatko Trajanoski 3DSpectra: A 3-Dimensional Quantification Algorithm For LC-MS Labeled Profile Show publication in PURE
Gernot Müller-Putz Functional rehabilitation of the paralyzed upper extremity after spinal cord injuryby noninvasivehybrid neuroprostheses Show publication in PURE
Gernot Müller-Putz Scanning the issue: The Plurality of Human BrainYComputer Interfacing Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer FORCe: Fully Online and automated artifact Removal for Brain-Computer Interfacing Show publication in PURE
Gernot Müller-Putz and Selina Christin Wriessnegger Brain-controlled applications using dynamic P300 speller matrices Show publication in PURE
Gernot Müller-Putz Evaluation of Healthy EEG Responses for Spelling through Listener-Assisted Scanning Show publication in PURE
Gernot Müller-Putz Single Versus Multiple Events Error Potential Detection in a BCI-Controlled Car Game With Continuous and Discrete Feedback Show publication in PURE
Gernot Müller-Putz P300 Brain Computer Interface Control after an Acquired Brain Injury Show publication in PURE
Gernot Müller-Putz and Selina Christin Wriessnegger Control or non-control state: that is the question! An asynchronous visual P300-based BCI approach Show publication in PURE
Hemodynamic signal changes accompanying execution and imagery of swallowing in patients with dysphagia: A multiple single-case near-infrared spectroscopy study Show publication in PURE
Gernot Müller-Putz In Pursuit of an Easy to Use Brain Computer Interface for Domestic Use in a Population with Brain Injury Show publication in PURE
Gernot Müller-Putz Using a Non-Invasive Decoding Method to Classify Rhythmic Movement Imaginations of the Arm in Two Planes Show publication in PURE
Reinhold Scherer Grip force modulation characteristics as a marker for clinical disease progression in individuals with Parkinson disease – a case-control study Show publication in PURE
Determination of Oxidized Phosphatidylcholines by Hydrophilic Interaction Liquid Chromatography Coupled to Fourier Transform Mass Spectrometry Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer Thought-based row-column scanning communication board for individuals with cerebral palsy Show publication in PURE
Gernot Müller-Putz and Selina Christin Wriessnegger Brain Computer Interface on Track to Home Show publication in PURE
Identification of HNRNPK as regulator of hepatitis C virus particle production Show publication in PURE
Conference/Workshop Article
Reinhold Scherer Designing for Engaging BCI Training: A Jigsaw Puzzle CHI PLAY '15 667-672 Show publication in PURE
Gernot Müller-Putz Achievements and challenges of translational research in non-invasive SMR-BCI-controlled upper extremity neuroprosthesis in spinal cord injury 2015 7th International IEEE/EMBS Conference on Neural Engineering, NER 2015 158-161 Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer Game-based BCI training: Interactive design for individuals with cerebral palsy IEEE International Conference on Systems, Man, and Cybernetics 3175-3180 Show publication in PURE
Gernot Müller-Putz and Selina Christin Wriessnegger Classification of unconscious like/dislike decisions: First results towards a novel application for BCI technology Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. Show publication in PURE
Gernot Müller-Putz Improved concept and first results of an auditory single-switch BCI for the future use in disorders of consciousness patients 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’15) Show publication in PURE
Gernot Müller-Putz Goal-Directed or Aimless? EEG Differences during the Preparation of a Reach-and-Touch Task 37th Annual International Conference of the IEEE 1488-1491 Show publication in PURE
Gernot Müller-Putz Movement target decoding from EEG and the corresponding discriminative sources: A preliminary study Proceedings of the 37th Annual International Conference of the IEEE EMBS 1468-1471 Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer Bring mental activity into action! An enhanced online co-adaptive brain-computer interface training protocol Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'15) 2323-2326 Show publication in PURE
Gernot Müller-Putz and Selina Christin Wriessnegger The evaluation of different sensor technologies Lecture Notes in Information Systems and Organisation 85-90 Show publication in PURE
Gernot Müller-Putz and Selina Christin Wriessnegger Sheet Music by Mind: Towards a Brain-Computer Interface for Composing Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'15) 1053-1056 Show publication in PURE
Application of optical pH sensors in the microfluidic free-flow isoelectric focusing of biomolecules Procedia Engineering Show publication in PURE
Sensor enhanced microfluidic devices for cell based assays and organs on chip Proceedings of SPIE - The International Society for Optical Engineering Show publication in PURE
Gernot Müller-Putz Reduction of EEG Artifacts in Simultaneous EEG-fMRI: Reference Layer Adaptive Filtering (RLAF) Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'15) 3803-3806 Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer A Co-adaptive Sensory Motor Rhythms Brain-Computer Interface Based on Common Spatial Patterns and Random Forest Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'15) 1049-1052 Show publication in PURE
Thesis
Improving Continuous Motor Imagery-Controlled Applications with Hybrid Brain-Computer Interface Design Principles Show publication in PURE
Other Article
The unique hydroxynitrile lyase from fern Show publication in PURE
Decontaminator: detection and removal of contaminating sequences of unknown source Show publication in PURE
Gernot Müller-Putz and Selina Christin Wriessnegger Sheet Music by Mind: Towards a Brain-Computer Interface for Composing Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer A Co-adaptive SMR-BCI Based on Common Spatial Patterns and Random Forest Show publication in PURE
Reduction of EEG Artifacts in Simultaneous EEG-fMRI: Reference Layer Adaptive Filtering (RLAF) Show publication in PURE
Deriving patterns of gastrointestinal dysbiosis Show publication in PURE
2014
Book Chapter
Gernot Müller-Putz Brain-Computer Interfaces for Assessment and Communication in Disorders of ConsciousnessEmerging Theory and Practice in Neuroprosthetics181-214 Show publication in PURE
Gernot Müller-Putz Brain-Computer-Interfaces und Neuroprothesen als assistierende TechnologienWeißbuch: Rahmenbedingungen und Strukturen der Technischen Orthopädie in Deutschland191-194 Show publication in PURE
Proceedings
Proceedings of the 6th International Brain-Computer Interface Conference 2014 Show publication in PURE
Journal Article
The mzTab Data Exchange Format: communicating MS-based proteomics and metabolomics experimental results to a wider audience Show publication in PURE
Finished Genome Sequence of the Laboratory Strain Escherichia coli K-12 RV308 (ATCC 31608). Show publication in PURE
Gernot Müller-Putz and Selina Christin Wriessnegger Short time sports exercise boosts motor imagery patterns: implications of mental practice in rehabilitation programs Show publication in PURE
Gernot Müller-Putz Motor imagery induced EEG patterns in spinal cord injury patients and their impact on Brain-Computer Interface accuracy Show publication in PURE
Towards improved membrane protein production in Pichia pastoris: general and specific transcriptional response to membrane protein overexpression Show publication in PURE
A physicians' wish list for the clinical application of intestinal metagenomics Show publication in PURE
Deciphering the molecular profile of plaques, memory decline and neuron loss in two mouse models for Alzheimer’s disease by deep sequencing Show publication in PURE
Integrative visual analysis of protein sequence mutations Show publication in PURE
Gernot Müller-Putz and Gert Pfurtscheller Entrainment of spontaneous cerebral hemodynamic oscillations to behavioral responses Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer A co-adaptive brain-computer interface for end users with severe motor impairment Show publication in PURE
Peroxidase gene discovery from the horseradish transcriptome Show publication in PURE
Integrative omics analysis. A study based on Plasmodium falciparum mRNA and protein data. Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer Exploration of the neural correlates of cerebral palsy for sensorimotor BCI control Show publication in PURE
setsApp: Set operations for Cytoscape nodes and edges Show publication in PURE
Gernot Müller-Putz and Selina Christin Wriessnegger Separating heart and brain: On the reduction of physiological noise from multichannel functional near-infrared spectroscopy (fNIRS) signals Show publication in PURE
Gernot Müller-Putz Workshops of the Fifth International Brain-Computer Interface Meeting: Defining the Future Show publication in PURE
Quantitation of phosphatidic acid and lysophosphatidic acid molecular species using hydrophilic interaction liquid chromatography coupled to electrospray ionization high resolution mass spectrometry Show publication in PURE
Gernot Müller-Putz An independent SSVEP-based brain-computer interface in locked-in syndrome Show publication in PURE
Gert Pfurtscheller Initiation of voluntary movements at free will and ongoing 0.1-Hz BOLD oscillations in the insula – a pilot study Show publication in PURE
The Sphagnum microbiome supports bog ecosystem functioning under extreme conditions. Show publication in PURE
Reinhold Scherer Mind over brain, brain over mind: cognitive causes and consequences of controlling brain activity Show publication in PURE
Gernot Müller-Putz SCoT: a Python toolbox for EEG source connectivity Show publication in PURE
Comparative Genome Analysis of Campylobacter fetus Subspecies Revealed Horizontally Acquired Genetic Elements Important for Virulence and Niche Specificity Show publication in PURE
Gernot Müller-Putz A Tactile Stimulation Device for EEG Measurements in Clinical Use Show publication in PURE
A novel stable isotope labelling assisted workflow for improved untargeted LC-HRMS based metabolomics research Show publication in PURE
Improving ITS sequence data for identification of plant pathogenic fungi Show publication in PURE
NR4A1-mediated apoptosis supresses lymphomagenesis and is associated with a favorable cancer specific survival in patients with aggressive B-cell lymphomas Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer EEG beta suppression and low gamma modulation are different elements of human upright walking Show publication in PURE
Enhanced whole genome sequence and annotation of Clostridium stercorarium DSM8532T using RNA-seq transcriptomics and high-throughput proteomics Show publication in PURE
Untargeted profiling of tracer-derived metabolites using stable isotopic labeling and fast polarity-switching LC-ESI-HRMS Show publication in PURE
Assessment of lipidomic species in hepatocyte lipid droplets from stressed mouse models Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer Non motor tasks improve adaptive brain-computer interface performance in users with severe motor impairment Show publication in PURE
Gernot Müller-Putz and Selina Christin Wriessnegger Effects of mental workload and fatigue on the P300, alpha and theta band power during operation of an ERP (P300) brain-computer interface Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer It's how you get there: walking down a virtual alley activates premotor and parietal areas Show publication in PURE
Resolving tumor heterogeneity: genes involved in chordoma cell development identified by low-template analysis of morphologically distinct cells Show publication in PURE
Finished Genome Sequence of Escherichia coli K-12 Strain HMS174 (ATCC 47011) Show publication in PURE
Gernot Müller-Putz Detection of mental imagery and attempted movements in patients with disorders of consciousness using EEG Show publication in PURE
Stenotrophomonas comparative genomics reveals genes and functions that differentiate beneficial and pathogenic bacteria Show publication in PURE
Conference/Workshop Article
Gernot Müller-Putz and Reinhold Scherer Reconstructing gait cycle patterns from non-invasive recorded low gamma modulations Proceedings of the 6th International BCI Conference Graz 2014 Show publication in PURE
Gernot Müller-Putz and Selina Christin Wriessnegger Improved Classification of Auditory Evoked Event-Related Potentials Proceedings of the 6th International BCI Conference Graz 2014 062-1-062-4 Show publication in PURE
Gernot Müller-Putz and Selina Christin Wriessnegger A P300 BCI for e - inclusion, cognitive rehabilitation and smart home control Proceedings of the 6th International BCI Conference Graz 2014 60-63 Show publication in PURE
Gernot Müller-Putz Single trial classification of fNIRS-based brain-computer interface mental arithmetic data: a comparison between different classifiers Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'14) 2004-2007 Show publication in PURE
Active participation during walking reduces single trial connectivity in sensorimotor areas Proceedings of the 6th International BCI Conference Graz 2014 Show publication in PURE
Gernot Müller-Putz Eye-blink related changes in EEG during an auditory working-memory task performance Proceedings of the 6th International BCI Conference Graz 2014 077/1-077/4 Show publication in PURE
Gernot Müller-Putz Analyzing EEG source connectivity with SCoT Proceedings of the Sixth International BCI Conference 2014 Show publication in PURE
Gernot Müller-Putz and Selina Christin Wriessnegger Using Near-Infrared Spectroscopy (NIRS) for Brain-Computer Interface (BCI) Systems Human Cognitive Neurophysiology 30-30 Show publication in PURE
Gernot Müller-Putz Steady-State Somatosensory Evoked Potentials in Minimally Conscious Patients – Challenges and Perspectives Proceedings of the 6th International Brain-Computer Interface Conference Graz 2014 055-1-055-4 Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer Augmenting communication, emotion expression and interaction capabilities of individuals with cerebral palsy Proc. of the 6th International Brain-Computer Interface Conference Show publication in PURE
Gernot Müller-Putz Decoding of Executed Movements and Source Imaging Proceedings of the 6th International BCI Conference Graz 2014 Show publication in PURE
Integration of optical sensor layers for non-invasive on-line oxygen measurement in microfluidic cell culture chips 18th International Conference on Miniaturized Systems for Chemistry and Life Sciences, MicroTAS 2014 Show publication in PURE
Microchip free-flow isoelectric focusing using a photolithigraphically integrated NIR fluorescent pH sensor layer 18th International Conference on Miniaturized Systems for Chemistry and Life Sciences, MicroTAS 2014 Show publication in PURE
Gernot Müller-Putz BNCI Horizon 2020 - Towards a Roadmap for Brain/Neural Computer Interaction Lecture Notes in Computer Science 8513, 8th International Conference, UAHCI 2014, Held as Part of HCI International 2014 475-486 Show publication in PURE
Gernot Müller-Putz and Selina Christin Wriessnegger Automatic Pause Detection during P300 Web Browsing Proceedings of the 6th International BCI Conference Graz 2014 1-4 Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer Online artifact reduction and sequential evidence accumulation enhances robustness of thought-based interaction Proc. of the 6th International Brain-Computer Interface Conference Show publication in PURE
Gernot Müller-Putz and Selina Christin Wriessnegger Write, Read and Answer Emails with a Dry 'n' Wireless Brain-Computer Interface System Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'14) 1286-1289 Show publication in PURE
Gernot Müller-Putz EEG-based Classification of Imagined Arm Trajectories Replace, Repair, Restore, Relieve - Bridging Clinical and Engineering Solutions in Neurorehabilitation 611-620 Show publication in PURE
Gernot Müller-Putz Adaptive hybrid Brain-Computer Interaction: Ask a Trainer for Assistance! Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'14) 1493-1496 Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer Motor Imagery Brain-Computer Interfaces: Random Forests vs Regularized LDA - Non-linear Beats Linear Proceedings of the 6th International Brain-Computer Interface Conference Graz 2014 061-1-061-4 Show publication in PURE
Other Article
Metabolic profiling of Lonicera species as a concept to identify compounds with an inhibitory effect on NF-κB transactivation Show publication in PURE
Gernot Müller-Putz and Selina Christin Wriessnegger The evaluation of a Brain-Computer Interface System with Aquired Brain Injury End Users Show publication in PURE
Ecology, diversity and ecosystem functioning of Sphagnum-dominated bog microbiome Show publication in PURE
Identification of active compounds in Lonicera species by means of metabolic profiling with LC-MS Show publication in PURE
Integration and validation of resources for high-throughput classification of fungal communities Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer Artifact, or not an artifact, that is the question? Show publication in PURE
Reinhold Scherer Which factors drive successful BCI skill learning? Show publication in PURE
Triglyceride analysis of complex biological samples using HPLC-HR-AM-MS/MS Show publication in PURE
Gernot Müller-Putz Decoding of Executed Movements and Source Imaging Show publication in PURE
Candida Colonization of the Lower Respiratory Tract Investigated by Conventional Culture and Fungal Microbiome Analysis Show publication in PURE
Gernot Müller-Putz Analyzing EEG source connectivity with SCoT Show publication in PURE
LDA 2 - flexible lipid identification for LC-MSn data Show publication in PURE
Gernot Müller-Putz Adaptive hybrid Brain-Computer Interaction: Ask a Trainer for Assistance! Show publication in PURE
Metabolic Profiling of Lonicera Species for the Identification of Constituents Relevant for Inhibition of NO production in LPS-/IFN-γ-stimulated RAW 264.7 mouse macrophages Show publication in PURE
Gernot Müller-Putz Towards a mobile sensor framework including EEG sensors Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer Active participation during walking reduces single trial connectivity in sensorimotor areas Show publication in PURE
LC-MS metabolic profiling for the identification of bioactive compounds in medicinal plants Show publication in PURE
Gernot Müller-Putz Steady-State Somatosensory Evoked Potentials in Minimally Conscious Patients – Challenges and Perspectives Show publication in PURE
Gernot Müller-Putz and Selina Christin Wriessnegger Improved Classification of Auditory Evoked Event-Related Potentials Show publication in PURE
Gernot Müller-Putz Eye-blink related changes in EEG during an auditory working-memory task performance Show publication in PURE
Metabolic Profiling mittels LC-MS als Strategie für die Identifizierung von Wirksubstanzen aus Arzneidrogen Show publication in PURE
Gernot Müller-Putz BNCI Horizon -- The Future of Brain/Neural Computer Interaction: Horizon 2020 Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer Spectral component analysis reveals high-γ sources during gait Show publication in PURE
Acoustically induced gait perturbations reveal neural correlates of step adaptation strategies Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer Reconstructing gait cycle patterns from non-invasive recorded low gamma modulations Show publication in PURE
Gernot Müller-Putz and Selina Christin Wriessnegger Does a complex hybrid BCI protocol affect P300 response? Show publication in PURE
Gernot Müller-Putz and Selina Christin Wriessnegger Passive BCI work at Graz University of Technology Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer Spectral component analysis reveals high-γ sources during gait Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer High and low γ oscillations in the sensorimotor feet area are conversely modulated by the gait cycle Show publication in PURE
SnoWMAn: a Straightforward NOvel Webinterface for Microbiome ANalysis Show publication in PURE
Gernot Müller-Putz and Selina Christin Wriessnegger Physiological noise reduction from multichannel functional near-infrared spectroscopy (fNIRS) signals Show publication in PURE
MuteinDB: a database of enzyme variants linked to substrates, products, and enzymatic reaction properties using a standardized input format Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer Augmenting communication, emotion expression and interaction capabilities of individuals with cerebral palsy Show publication in PURE
LC-MS Metabolic Profiling for the Identification of Active Compounds in Lonicera Species Show publication in PURE
Motor Imagery Brain-Computer Interfaces: Random Forests vs Regularized LDA – Non-linear Beats Linear Show publication in PURE
Neural correlates of motor planning during robot assisted walking in able-bodied subjects Show publication in PURE
Single Trial Classification of fNIRS-based Brain-Computer Interface Mental Arithmetic Data: A Comparison Between Different Classifiers Show publication in PURE
From ecology to function: exploring the moss microbiome as a biotechnological resource Show publication in PURE
Automatic Pause Detection during P300 Web Browsing Show publication in PURE
LC-MS metabolic profiling for the identification of bioactive compounds in Lonicera species Show publication in PURE
Metabolic Profiling of Clematis Species to Identify Compounds with an Inhibitory Effect on NF-κB Transactivation Show publication in PURE
Selina Christin Wriessnegger Cognitive Rehabilitation in BackHome: The memory cards game Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer Online artifact reduction and sequential evidence accumulation enhances robustness of thought-based interaction Show publication in PURE
Admission To Intensive Care Units And Not Antibiotic Therapy Drives Lower Respiratory Tract Fungal Flora To Candida Show publication in PURE
2013
Book Chapter
Gernot Müller-Putz and Reinhold Scherer Principles of Hybrid Brain-Computer InterfacesToward Practical BCIs: Bridging the Gap from Research to Real-World Applications355-373 Show publication in PURE
Gernot Müller-Putz BCI Software PlatformsToward Practical BCIs: Bridging the Gap from Research to Real-World Applications303-331 Show publication in PURE
Gernot Müller-Putz Is it Significant? Guidelines for Reporting BCI PerformanceToward Practical BCIs: Bridging the Gap from Research to Real-World Applications333-354 Show publication in PURE
Reinhold Scherer User-Appropriate and Robust Control Strategies to Enhance Brain–Computer Interface Performance and UsabilityBrain-Computer Interface Research: A State-of-the-Art Summary15-23 Show publication in PURE
Proceedings
Proceedings of the 5th International Brain-Computer Interface Meeting 2013 Show publication in PURE
Journal Article
Gernot Müller-Putz and Selina Christin Wriessnegger Watching object related movements modulates mirror-like activity in parietal brain regions Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer On the automated removal of artifacts related to head movement from the EEG Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer On the use of Non-Invasive Brain-Computer Interface Technology in Neurorehabilitation Show publication in PURE
Testing for significance of phase synchronisation dynamics in the EEG. Show publication in PURE
Reinhold Scherer A hemodynamic brain-computer interface based on real-time classification of near infrared spectroscopy signals during motor imagery and mental arithmetic Show publication in PURE
Gert Pfurtscheller Discussion of “Time-frequency techniques in biomedical signal analysis: A tutorial review of similarities and differences" Show publication in PURE
Gert Pfurtscheller Thinking Penguin: Multimodal Brain-Computer Interface Control of a VR Game Show publication in PURE
Gernot Müller-Putz Single-trial connectivity estimation for classification of motor imagery data Show publication in PURE
Reinhold Scherer Long-term evaluation of a 4-class imagery-based brain-computer interface Show publication in PURE
Gernot Müller-Putz Brain-Computer Interfaces als assistierende Technologie und in der Rehabilitation nach Schlaganfall Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer On the control of Brain-computer interfaces by users with Cerebral palsy Show publication in PURE
Gernot Müller-Putz The auditory P300-based single-switch brain-computer interface: Paradigm transition from healthy subjects to minimally conscious patients Show publication in PURE
Reinhold Scherer Whatever works: A systematic user-centered training protocol to optimize brain-computer interfacing individually Show publication in PURE
Gert Pfurtscheller and Reinhold Scherer Thought-based interaction with the physical world Show publication in PURE
Reinhold Scherer Stability of event-related (de-) synchronization during brain-computer interface-relevant mental tasks Show publication in PURE
Gernot Müller-Putz A single switch BCI based on passive and imagined movements: towards restoring communication in minimally conscious patients Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer On the use of games for non-invasive EEG-based Functional Brain Mapping Show publication in PURE
Gernot Müller-Putz Hybrid brain-computer interfaces and hybrid neuroprostheses for restoration of upper limb functions in individuals with high-level spinal cord injury Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer Spatial-spectral identification of μ and β EEG rhythm sources during robot-assisted walking Show publication in PURE
Gernot Müller-Putz The Convergence of Machine and Biological Intelligence Show publication in PURE
The Asilomar survey: researchers’ opinions on ethical issues related to brain-computer interfacing Show publication in PURE
Gernot Müller-Putz Cortical effects of user training in a motor imagery based brain-computer interface measured by fNIRS and EEG Show publication in PURE
Conference/Workshop Article
Gernot Müller-Putz and Reinhold Scherer Brain-Computer Interfacing for Users with Cerebral Palsy, Challenges and Opportunities UAHCI/HCII 2013, Part I Show publication in PURE
Gernot Müller-Putz THINK2GRASP - BCI-CONTROLLED NEUROPROSTHESIS FOR THE UPPER EXTREMITY Proceedings of the BMT2013 Conference Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer A pilot study on mental workload detection during operation of a self-paced ERD BCI Proceedings of the 4th TOBI Workshop 2013 Show publication in PURE
EEGLAB - an open source MATLAB toolbox for electrophysiological research Proceedings of the BMT 2013 Show publication in PURE
Gernot Müller-Putz Designing Wearable BCIs: A Software Framework Proceedings of TOBI Workshop lV 123-125 Show publication in PURE
Gernot Müller-Putz Hybrid Brain-Computer Interfaces for control of neuroprosthetic systems for restoration of upper limb functions in high spinal cord injured individuals Proceedings of IFESS 2013 Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer Using random forests for classifying motor imagery EEG Proceedings of TOBI Workshop IV 89-90 Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer Electrophysiological Markers of Emotion Processing in Cerebral Palsy - Towards a Clinical Affective Brain-computer Interface Society for Psychophysiological Research, Abstracts for the Fifty-Third Annual Meeting 41-41 Show publication in PURE
Reinhold Scherer Extraction of Oscillatory EEG during Palm and Finger Movements Proceedings of the 4th TOBI Workshop 2013 Show publication in PURE
Gernot Müller-Putz Time-Domain Correlations of Imagined Arm Positions with Brain Sources Proceedings of the BMT 2013 1-2 Show publication in PURE
Gernot Müller-Putz Continuous and Discrete Control of a Hybrid Neuroprosthesis via Time-Coded Motor Imagery BCI Proceedings of TOBI Workshop lV 43-44 Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer A population search algorithm for multiple clustered solutions: application to EEG connectivity Proceedings of Biomed 2013 Show publication in PURE
Gernot Müller-Putz Towards a novel control paradigm based on decoding imagined movements from EEG Proceedings of the 5th International BCI Meeting 1-2 Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer Autonomy and Social Inclusion for the Severely Disabled: The BrainAble Prototype Proceedings of the Fifth International Brain - Computer Interface Meeting 2013 1-2 Show publication in PURE
Gernot Müller-Putz A Novel Approach to Auditory EEG-Based Spelling Proceedings of the Fifth International Brain-Computer Interface Meeting 316-317 Show publication in PURE
Reinhold Scherer Connecting the disabled to their physical and social world:The BrainAble experience Proceedings of the 4th TOBI Workshop 2013 Show publication in PURE
Reinhold Scherer On Oscillatory EEG During Palm and Finger Movements Proceedings of the Fifth International Brain-Computer Interface Meeting: Defining the Future 117-118 Show publication in PURE
Gernot Müller-Putz, Selina Christin Wriessnegger and Reinhold Scherer Automatic adaptation to the beta rebound after brisk movement imagery in a brain-computer interface Proceedings of the 6th International IEEE EMBS Neural Engineering Conference Show publication in PURE
Gernot Müller-Putz and Selina Christin Wriessnegger Introduction of a Universal P300 Brain-Computer Interface Communication System Biomedical Engineering / Biomedizinische Technik 1-2 Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer Rapid Prototyping for hBCI Users With Cerebral Palsy Proceedings of the Fifth International Brain-Computer Interface Meeting: Defining the Future 27-28 Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer Online co-adaptive brain-computer interfacing: Preliminary results in individuals with spinal cord injury Proceedings of the 6th International IEEE EMBS Neural Engineering Conference Show publication in PURE
Gernot Müller-Putz Two Approaches to Communicate with Patients in Minimally Conscious State Proceedings of TOBI Workshop IV 37-38 Show publication in PURE
Gernot Müller-Putz EEG-based Communication with Patients in Minimally Conscious State 5th International BCI Meeting 1-2 Show publication in PURE
Gernot Müller-Putz and Selina Christin Wriessnegger Effects of workload on P300 BCI signals and accuracy Proceedings of the 5th International BCI Meeting Show publication in PURE
Gernot Müller-Putz Classifying imaginations of rhythmic arm movements in two planes from EEG Proceedings of TOBI Workshop IV Practical Brain-Computer Interfaces for End-Users: Progress and Challenges 119-120 Show publication in PURE
Gernot Müller-Putz Broad band time-varying estimation of event-related synchronization for user-independent configuration of a brain switch Proceedings of the 6th International IEEE EMBS Neural Engineering Conference Show publication in PURE
Reinhold Scherer Individual Selection of Mental Tasks and Frequency Bands Boosts Performance in a 4-Class Brain-Computer Interface Proceedings of the Fifth International Brain-Computer Interface Meeting: Defining the Future 139-140 Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer Estimating Brain Connectivity from Single-Trial EEG Recordings Proceedings of the BMT 2013 Show publication in PURE
Reinhold Scherer Models of human navigation in information networks based on decentralized search ACM Conference on Hypertext and Hypermedia 89-98 Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer BCI-based Operation of Off-the-Shelf Software Applications: Towards a General-Purpose Application Control Framework Proceedings of the Fifth International Brain-Computer Interface Meeting: Defining the Future 166-167 Show publication in PURE
Gernot Müller-Putz SigViewer and SignalServer - open source software projects for biosignal analysis Proceedings of the BMT 2013 Show publication in PURE
Gernot Müller-Putz Auditorily elicited neural oscillations associated with motor execution, motor imagery and non-motor mental tasks Proceedings BMT (Biomedizinische Technik) 2013 1-2 Show publication in PURE
Gernot Müller-Putz and Selina Christin Wriessnegger Physiological Noise Removal from fNIRS Signals Proceedings BMT (Biomedizinische Technik) 2013 1-2 Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer Robot assisted walking affects the synchrony between premotor and somatosensory areas Proceedings of the BMT 2013 Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer Brain-Computer Interface research at the Graz University of Technology: Novel concepts in neurorehabilitation 28e Congrès de Médecine Physique et de Réadaptation, Reims, 17, 18 et 19 octobre 2013 e378-e378 Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer TRAFFIC INCIDENT DETECTION WITH CELLULAR NETWORK DATA OPTIMUM - International Symposium on Recent Advances in Transport Modelling Show publication in PURE
Reinhold Scherer Towards Improving the Usability of Electromyographic Interfaces Converging Clinical and Engineering Research on Neurorehabilitation 437-441 Show publication in PURE
Gernot Müller-Putz The hybrid brain-computer interface: a bridge to assistive technology? Proceedings of the BMT2013 Conference Show publication in PURE
Gernot Müller-Putz and Selina Christin Wriessnegger Towards a “Product Design BCI” based on event-related Potentials: preliminary results and lessons learned Towards a “Product Design BCI” based on event-related Potentials: preliminary results and lessons learned Show publication in PURE
Gernot Müller-Putz BCI and FES Training of a Spinal Cord Injured End-User to Control a Neuroprosthesis Proceedings of the BMT2013 Conference 1007-1008 Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer Automatic adaptation to post-movement event-related synchronization in a brain-computer interface Dreiländertagung der Deutsche, Schweizerischen und Österreichischen Gesellschaft für Biomedizinische Technik Show publication in PURE
Gernot Müller-Putz and Selina Christin Wriessnegger Single trial Motor Imagery classification in EEG measured during fMRI image acquisition - a first glance Proceedings BMT (Biomedizinische Technik) 2013 - Dreiländertagung der Deutschen, Schweizerischen und Österreichischen Gesellschaft für Biomedizinische Technik, Graz 1-2 Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer Random Forests for Feature Selection in Non-invasive Brain-Computer Interfacing Human-Computer Interaction and Knowledge Discovery in Complex, Unstructured, Big Data 207-216 Show publication in PURE
Gernot Müller-Putz Implementation of a new independent SSVEP-based BCI Proceedings of the Fifth International Brain-Computer Interface Meeting 304-305 Show publication in PURE
Other Article
Gernot Müller-Putz and Reinhold Scherer Spatial-spectral identification of μ and β EEG rhythm sources during robot-assisted walking. Show publication in PURE
Gernot Müller-Putz Two Approaches to Communicate with Patients in Minimally Conscious State Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer On the use of non‐invasive brain‐computer interface technology in neurorehabilitation Show publication in PURE
Gernot Müller-Putz and Selina Christin Wriessnegger Physiological Noise Removal from fNIRS Signals Show publication in PURE
Gernot Müller-Putz Neural correlates of auditory-motor synchronization during walking to the beat Show publication in PURE
Gernot Müller-Putz Broad band time-varying estimation of event-related synchronization for user-independent configuration of a brain switch Show publication in PURE
Gernot Müller-Putz EEG-Based Communication With Patients in Minimally Conscious State Show publication in PURE
Reinhold Scherer On Oscillatory EEG During Palm and Finger Movements Show publication in PURE
Gernot Müller-Putz Continuous and Discrete Control of a Hybrid Neuroprosthesis via Time-Coded Motor Imagery BCI Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer BCI-based Operation of Off-the-Shelf Software Applications: Towards a General-Purpose Application Control Framework Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer Electrophysiological Markers od Emotion processing in cerebral palsy: Towards a clinical affective Brain-Computer Interface Show publication in PURE
Gernot Müller-Putz Time-Domain Correlations of Imagined Arm Positions with Brain Sources Show publication in PURE
Reinhold Scherer Individual Selection of Mental Tasks and Frequency Bands Boosts Performance in a 4-Class Brain-Computer Interface Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer Autonomy and Social Inclusion for the Severely Disabled: The BrainAble Prototype Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer Robot assisted walking affects the synchrony between premotor and somatosensory areas Show publication in PURE
EEGLAB - an open source MATLAB toolbox for electrophysiological research Show publication in PURE
Gernot Müller-Putz Designing Wearable BCIs: A Software Framework Show publication in PURE
Gernot Müller-Putz, Selina Christin Wriessnegger and Reinhold Scherer Automatic adaptation to the beta rebound after brisk movement imagery in a brain-computer interface Show publication in PURE
Reinhold Scherer Extraction of Oscillatory EEG during Palm and Finger Movements Show publication in PURE
Gernot Müller-Putz Auditorily elicited neural oscillations associated with motor execution, motor imagery and non-motor mental tasks. Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer Hirnaktivität während roboterunterstütztem Gehen Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer Automatic adaptation to post-movement event-related synchronization in a brain-computer interface Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer EEG beta band sources modulated by gait cycle during robot-assisted walking Show publication in PURE
Gernot Müller-Putz Towards a novel control paradigm based on decoding imagined movements from EEG Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer Autonomy and Social Inclusion for the Severely Disabled: The BrainAble Prototype Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer Using random forests for classifying motor imagery EEG Show publication in PURE
Gernot Müller-Putz, Selina Christin Wriessnegger and Reinhold Scherer Graz BCI MoBI Research Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer Rapid Prototyping for hBCI Users With Cerebral Palsy Show publication in PURE
Gernot Müller-Putz A Novel Approach to Auditory EEG-Based Spelling Show publication in PURE
Gernot Müller-Putz and Selina Christin Wriessnegger Single trial motor imagery classification in EEG measured during fMRI image acquisition - a first glance Show publication in PURE
Gernot Müller-Putz SigViewer and SignalServer - Open Source Software Projects for Biosignal Analysis Show publication in PURE
Reinhold Scherer Connecting the disabled to their physical and social world:The BrainAble experience Show publication in PURE
Gernot Müller-Putz Different Uses of Non-Invasive BCI for Controlling Neuroprostheses: Case Studies with End-Users Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer Online co-adaptive brain-computer interfacing: Preliminary results in individuals with spinal cord injury Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer A pilot study on mental workload detection during operation of a self-paced ERD BCI Show publication in PURE
Gernot Müller-Putz Implementation of a new independent SSVEP-based BCI Show publication in PURE
Gernot Müller-Putz and Selina Christin Wriessnegger Towards a “Product Design BCI” based on event-related Potentials: preliminary results and lessons learned Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer Interaction between parietal and premotor areas is disrupted during visually guided gait adaptation Show publication in PURE
Gernot Müller-Putz Classifying imaginations of rhythmic arm movements in two planes from EEG Show publication in PURE
2012
Book Chapter
Gernot Müller-Putz Laser-Induced Evoked Potentials in the Brain after Non-Perceptible Optical Stimulation at the Neiguan Acupoint? A Preliminary ReportHigh-Tech Acupuncture & Integrative Laser Medicine95-104 Show publication in PURE
Gernot Müller-Putz iScope – Viewing Biosignals on Mobile DevicesICPCA SWS 2012, Springer Lecture Notes in Computer Science LNCS 771950-56 Show publication in PURE
Non-visual and multisensory BCI systems: present and futureToward Practical BCIs: Bridging the Gap from Research to Real-World Applications Show publication in PURE
BCIs That Use Steady-State Visual Evoked Potentials or Slow Cortical PotentialsBrain-Computer Interfaces, Principles and Practice Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer Computational Sensemaking on Examples of Knowledge Discovery from Neuroscience Data: Towards Enhancing Stroke RehabilitationInternational Conference on Information Technology in Bio- and Medical Informatics - ITBAM 2012166-168 Show publication in PURE
Combining BCI with Virtual Reality: Towards New Applications and Improved BCIBCI and Virtual Reality(?) Show publication in PURE
Journal Article
Reinhold Scherer Autocalibration and recurrent adaptation: Towards a Plug and Play Online ERD-BCI Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer Monocular Head-Mounted SSVEP based Brain-Computer Interface to Retain Situational Awareness Show publication in PURE
Gernot Müller-Putz Laser-induced evoked potentials in the brain after non-perceptible optical stimulation at the Neiguan acupoint? A preliminary report Show publication in PURE
Gernot Müller-Putz and Gert Pfurtscheller Review of the BCI Competition IV Show publication in PURE
Whether generic model works for rapid ERP-based BCI calibration Show publication in PURE
Gernot Müller-Putz Does ERD correlate with the strength of impairment after stroke? Show publication in PURE
Investigating the influence of proficiency on semantic processing in bilinguals: an ERP and ERD/S analysis Show publication in PURE
Gernot Müller-Putz and Gert Pfurtscheller Cue-induced beta rebound during withholding of overt and covert foot movement Show publication in PURE
Gernot Müller-Putz and Gert Pfurtscheller Coupling between intrinsic prefrontal HbO2 and central EEG beta power oscillations in the resting brain Show publication in PURE
Gernot Müller-Putz Stability and Distribution of Steady-State Somatosensory Evoked Potentials Elicited by Vibro-Tactile Stimulation Show publication in PURE
Gernot Müller-Putz Einsatz von Brain-Computer Interfaces zur Rehabilitation und Nutzung assistierender Technologien Show publication in PURE
Gert Pfurtscheller Does conscious intention to perform a motor act depend on slow prefrontal (de)oxyhemoglobin oscillations in the resting brain? Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer Level of participation in robotic-assisted treadmill walking modulates midline sensorimotor EEG rhythms in able-bodied subjects Show publication in PURE
Gernot Müller-Putz On the relationship between electrical brain responses to motor imagery and motor impairment in stroke. Show publication in PURE
Gernot Müller-Putz Toward smarter BCIs: extending BCIs through hybrid BCIs and intelligent control Show publication in PURE
A hybrid ERD/SSVEP BCI for continuous simultaneous two dimensional cursor control Show publication in PURE
Reinhold Scherer The effect of distinct mental strategies on classification performance for brain–computer interfaces Show publication in PURE
Gernot Müller-Putz and Selina Christin Wriessnegger The interplay of prefrontal and sensorimotor cortices during inhibitory control of learned motor behaviour Show publication in PURE
Gernot Müller-Putz Switching between manual control and brain-computer interface using long term and short term quality measures Show publication in PURE
Gernot Müller-Putz On the Use of Neurophysiological Tools in IS Research: Developing a Research Agenda for NeuroIS Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer Brain-Computer Interfacing: More than the sum of its parts Show publication in PURE
Gernot Müller-Putz Error potential detection during continuous movement of an artificial arm controlled by brain–computer interface Show publication in PURE
Gernot Müller-Putz Proposing a Standardized Protocol for Raw Biosignal Transmission Show publication in PURE
Conference/Workshop Article
Gernot Müller-Putz and Reinhold Scherer Predicting Functional Stroke-Rehabilitation Outcome by means of Brain-Computer Interface Technology: The BCI4REHAB Project World Congress for NeuroRehabilitation 772-772 Show publication in PURE
Gernot Müller-Putz A Novel Approach for Event Transmission within Brain-Computer Interface Systems Proceedings of the 3rd TOBI Workshop 85-86 Show publication in PURE
Gernot Müller-Putz Selection methods for communication with single-switch BCI Proceedings of the 1st international DECODER Workshop 29-32 Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer Non-invasive functional mapping of brain activity NeuroLogisch Supplementum 1/2012 55-55 Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer Prototype of an auto-calibrating, context-aware, hybrid brain-computer interface Proceedings of the 34th Annual International Conference of the IEEE Eng. in Med. and Biology Soc. xx-xx Show publication in PURE
Gernot Müller-Putz THE AUDITORY P300-BASED SSBCI: A DOOR TO MINIMALLY CONSCIOUS PATIENTS? Proceedings of the 1st International DECODER Workshop 21-24 Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer Automatic adaptation to oscillatory EEG activity in spinal cord injury and stroke patients Bringing BCIs to End-Users: Facing the Challenge - Evaluation, User Perspectives, User Needs, and Ethical Questions 12-13 Show publication in PURE
Reinhold Scherer Traffic Analysis using Cellular Network Data World Congress on Intelligent Transport Systems 1-13 Show publication in PURE
Gernot Müller-Putz On the removal of physiological artifacts from fNIRS Proceedings of the 3rd TOBI Workshop 2012 24-25 Show publication in PURE
Gernot Müller-Putz Hybrid BCI classification via dynamic re-weighting Proceedings of the 3rd TOBI Workshop 2012 1-2 Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer Assessing participation during robotic assisted gait training based on EEG: feasibility study Proceedings of the 3rd TOBI Workshop Bringing BCIs to End-Users: Facing the Challenge - Evaluation, User Perspective, User Needs, and Ethical Questions 61-62 Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer Kinect-based detection of self-paced hand movements: Enhancing Functional Brain Mapping paradigms IEEE Engineering in Medicine and Biology Annual Conference 4748-4751 Show publication in PURE
Gernot Müller-Putz BCI-Controlled Grasp Neuroprosthesis in High Spinal Cord Injury Converging Clinical and Engineering Research in Neurorehabilitation 1255-1259 Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer Towards Restoration and Rehabilitation of Motor Functions with the Help of Brain-Computer Interfaces Converging Clinical and Engineering Research in Neurorehabilitation 1265-1269 Show publication in PURE
Gernot Müller-Putz First evaluation results of a BCI-controlled hybrid neuroprosthesis for restoration of grasping in a high spinal cord injured individual Proceedings of TOBI Workshop lII 8-9 Show publication in PURE
Reinhold Scherer The Paediatric Lokomat. A Possibility to treat children with a Robotic Assisted Locomotor: Training Experiences after 190 Patients World Congress for NeuroRehabilitation 657-658 Show publication in PURE
Gernot Müller-Putz Decoding of velocities and positions of 3D arm movement from EEG Proceedings of the 34th Annual International Conference of the IEEE EMBS 6406-6409 Show publication in PURE
Gernot Müller-Putz Impact of Channel Selection on the Classification Accuracy in a Brain-Computer Interface based on Steady-State Somatosensory Evoked Potentials Proceedings of the 1st international DECODER Workshop 17-20 Show publication in PURE
Gernot Müller-Putz THE AUDITORY P300-BASED SSBCI: A DOOR TO MINIMALLY CONSCIOUS PATIENTS? Proceedings of the 34th Annual International IEEE EMBS Conference 1-4 Show publication in PURE
Gernot Müller-Putz Development of a non-invasive, multifunctional grasp neuroprosthesis and its evaluation in an individual with a high spinal cord injury Proceedings of the 34th Annual International IEEE EMBS Conference 1-4 Show publication in PURE
Gernot Müller-Putz User--Centric Performance Estimation in a Continuous Online BCI Proceedings of the 3rd TOBI Workshop 2012 65-66 Show publication in PURE
Reinhold Scherer Simultaneous Brain-Computer Interfacing and Motor Control: Expanding the Reach of Non-Invasive BCIs IEEE Engineering in Medicine and Biology Annual Conference Show publication in PURE
Gernot Müller-Putz Decoding of hand movement velocities in three dimensions from the EEG during continuous movement of the arm Proceedings of the 3rd TOBI Workshop Bringing BCIs to End-Users: Facing the Challenge - Evaluation, User Perspective, User Needs, and Ethical Questions 10-12 Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer Towards a framework based on single trial connectivity for enhancing knowledge discovery in BCI Active Media Technologies, Springer Lecture Notes in Computer Science, LNCS 7669 658-667 Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer What does clean EEG look like? Proceedings of the Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE 3963 -3966 Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer New input modalities for modern game design and virtual embodiment IEEE Virtual Reality 2012 163-164 Show publication in PURE
Thesis
The Asynchronous Graz Brain Switch Show publication in PURE
Using Functional Near-Infrared Spectroscopy (fNIRS) for Optical Brain-Computer Interface (oBCI) Applications Show publication in PURE
On the suitability of random forests for detecting mental imagery for non-invasive brain-computer interfacing Show publication in PURE
Technical Report
Reinhold Scherer Mobiles Verkehrsmanagement System Movements Show publication in PURE
Einfluss von Herz-Kreislauf-Parametern auf das Nah-Infrarot-Spektroskopie (NIRS) Signal Show publication in PURE
Other Article
Gernot Müller-Putz First Evaluation Results of a BCI-controlled Hybrid Neuroprosthesis for Restoration of Grasping in a High Spinal Cord Injured Individual Show publication in PURE
Gernot Müller-Putz Combining different types of brain signals for BCI control Show publication in PURE
Gernot Müller-Putz A Novel Approach for Event Transmission within Brain-Computer Interface Systems Show publication in PURE
Gernot Müller-Putz An auditory P300-based single-switch BCI for minimally conscious patients Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer BCI research toward stroke rehabilitation at TU Graz Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer Suppression of the central mu and beta rhythms during robot assisted walking in humans Show publication in PURE
Gernot Müller-Putz Selection methods for communication with single-switch BCI Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer New input modalities for modern game design and virtual embodiment Show publication in PURE
Gernot Müller-Putz On the removal of physiological artifacts from fNIRS Show publication in PURE
Gernot Müller-Putz User--Centric Performance Estimation in a Continuous Online BCI Show publication in PURE
Gernot Müller-Putz THE AUDITORY P300-BASED SSBCI: A DOOR TO MINIMALLY CONSCIOUS PATIENTS? Show publication in PURE
Gernot Müller-Putz Auditory P300-based single-switch BCI using Tone Stream Segregation Show publication in PURE
Gernot Müller-Putz THE AUDITORY P300-BASED SSBCI: A DOOR TO MINIMALLY CONSCIOUS PATIENTS? Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer Predicting Functional Stroke-Rehabilitation Outcome by means of Brain-Computer Interface Technology: The BCI4REHAB Project Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer Automatic adaptation to oscillatory EEG activity in spinal cord injury and stroke patients Show publication in PURE
Gernot Müller-Putz Impact of Channel Selection on the Classification Accuracy in a Brain-Computer Interface based on Steady-State Somatosensory Evoked Potentials Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer Prototype of an auto-calibrating, context-aware, hybrid brain-computer interface Show publication in PURE
Gernot Müller-Putz Detection of mental imagery and attempted movement in patients with disorders of consciousness using EEG Show publication in PURE
Gernot Müller-Putz Combining Hybrid BCI and signal quality monitoring to improve user experience Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer Computational Sensemaking on Examples of Knowledge Discovery from Neuroscience Data: Towards Enhancing Stroke Rehabilitation Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer Kinect-based detection of self-paced hand movements: Enhancing Functional Brain Mapping paradigms Show publication in PURE
Gernot Müller-Putz Development of a non-invasive, multifunctional grasp neuroprosthesis and its evaluation in an individual with a high spinal cord injury Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer BCI-based interaction with World of Warcraft Show publication in PURE
Reinhold Scherer Long-time stabilty of performance and temporal behavior of different BCI control strategies Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer Non-invasive functional mapping of brain activity. Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer Assessing participation during robotic assisted gait training based on EEG: feasibility study Show publication in PURE
2011
Book Chapter
Gert Pfurtscheller EEG-Based Brain-Computer InterfacesElectroencephalography - Basic Principles, Clinical Applications and Related Fields.1227-1236 Show publication in PURE
Reinhold Scherer Non-manual control devices: Direct Brain-Computer InteractionHandbook of Research on Personal Autonomy Technologies and Disability Informatics233-250 Show publication in PURE
Gert Pfurtscheller EEG-Event-Related Desynchronization (ERD) and Event-Related SynchronizationElectroencephalography - Basic Principles, Clinical Applications and Related Fields.935-948 Show publication in PURE
Gert Pfurtscheller Multimodal Monitoring of EEG and Evoked PotentialsElectroencephalography - Basic Principles, Clinical Applications and Related Fields.1237-1241 Show publication in PURE
The fringes of neurotechnology.Fringe Science131-156 Show publication in PURE
Gert Pfurtscheller PolygraphyElectroencephalography - Basic Principles, Clinical Applications and Related Fields.809-816 Show publication in PURE
Proceedings
"Let Me Listen to Your Brain: Physiology-based Interaction in Collaborative Music Composition" Show publication in PURE
Proceedings of the 5th International Brain-Computer Interface Conference 2011 Show publication in PURE
Journal Article
Gernot Müller-Putz Battlefield Acupuncture and Near-Infrared Spectroscopy - Miniaturized Computer-Triggered Electrical Stimulation of Battlefield Ear Acupuncture Points and 50-Channel Near-Infrared Spectroscopic Mapping Show publication in PURE
Optimized stimulus presentation patterns for an event-related potential EEG-based brain computer interface Show publication in PURE
Cortical effects of BCI training measured with fNIRS Show publication in PURE
An adaptive P300-based control system Show publication in PURE
Gert Pfurtscheller Cardiovascular responses after brisk finger movement and their dependency on the “eigenfrequency” of the baroreflex loop Show publication in PURE
Gernot Müller-Putz Fusion of Manual Control and BCI Using Long Term and Short Term Quality Measures Show publication in PURE
A comparison of three brain-computer interfaces based on event-related desynchronization, steady state visual evoked potentials, or a hybrid approach using both signals Show publication in PURE
Reinhold Scherer Impact of auditory distraction on user performance in a brain–computer interface driven by different mental tasks Show publication in PURE
Gert Pfurtscheller An SSVEP BCI to control a hand orthosis for tetraplegics. Show publication in PURE
Rehabilitation of gait after stroke: a review towards a top-down approach Show publication in PURE
Reinhold Scherer Use of sensitive devices to assess the effect of medication on attentional demands of precision and power grips in individuals with Parkinson disease. Show publication in PURE
Gernot Müller-Putz TOBI Interface A (TiA) – A Standardized Interface to Transmit Raw Biosignals Show publication in PURE
Gernot Müller-Putz First steps towards a motor-imagery based stroke BCI: New strategy to set up a classifier. Show publication in PURE
Researchers’ opinions about ethically sound dissemination of BCI research to the public media Show publication in PURE
Gernot Müller-Putz Identifying “resonance” frequencies for SSVEP-BCI Show publication in PURE
Trends in BCI research: Progress today, backlash tomorrow? Show publication in PURE
Gert Pfurtscheller and Reinhold Scherer Single trial classification of antagonistic oxyhemoglobin responses during mental arithmetic Show publication in PURE
Gernot Müller-Putz Tools for brain-computer interaction: a general concept for a hybrid BCI Show publication in PURE
Gernot Müller-Putz Combined Motor Imagery and SSVEP based BCI Control of a 2 DoF Artificial Upper Limb Show publication in PURE
Gernot Müller-Putz BCI: “Imagine playing tennis!” Show publication in PURE
Selina Christin Wriessnegger Dealing with individual variability: When telling what is real depends on telling who is acting Show publication in PURE
A comparison of univariate, vector, bilinear autoregressive, and band power features for brain-computer interfaces Show publication in PURE
Cortical Effects of User Learning in a Motor-Imagery BCI Training Show publication in PURE
Gert Pfurtscheller About the stability of phase-shifts between slow oscillations around 0.1 Hz in cardiovascular and cerebral systems Show publication in PURE
Conference/Workshop Article
Brain-Computer Interaction: Can Multimodality Help? ICMI '11 - Proceedings of the 13th International Conference on Multimodal Interfaces 35-39 Show publication in PURE
Reinhold Scherer Interactive Hierarchical Brain-Computer Interfacing: Uncertainty-Based Interaction between Humans and Robots Proc. of the 5th International Brain-Computer Interface Conference 2011 20-23 Show publication in PURE
Reinhold Scherer Introducing the Detection of Auditory Error Responses Based on BCI Technology for Passive Interaction Proc. of the 5th International Brain-Computer Interface Conference 2011 252-254 Show publication in PURE
Automatic frequency band selection for BCIs with ERDS difference maps Proceedings of the Fifth International BCI Conference 2011 Show publication in PURE
Reinhold Scherer Restricted Boltzmann Machines as useful tool for detecting oscillatory EEG components Proc. of the 5th International Brain-Computer Interface Conference 2011 68-71 Show publication in PURE
Gernot Müller-Putz Brisk movement imagination for the non-invasive control of neuroprostheses 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2011 4219-4222 Show publication in PURE
Reinhold Scherer Framework for real-time decoding of ECoG signals for controlling the anatomically correct test bed (ACT) hand Proc. of the 5th International Brain-Computer Interface Conference 2011 292-295 Show publication in PURE
Gert Pfurtscheller and Reinhold Scherer Classication of Focal Frontal Oxyhemoglobin Responses During Mental Arithmetic Proceedings of the 5th International Brain-Computer Interface Conference 2011 264-267 Show publication in PURE
Gernot Müller-Putz Towards a Single-Switch BCI Based on Steady-State Somatosensory Evoked Potentials Proceedings of the 5th International Brain-Computer Interface Conference 2011 200-203 Show publication in PURE
Gernot Müller-Putz Somatosensory Evoked Potentials Elicited by Stimulating Two Fingers from One Hand - Usable for BCI? Annual International Conference of the IEEE Engineering in Medicine and Biology Society 6373-6376 Show publication in PURE
Gernot Müller-Putz Long-Term BCI Training for Grasp Restoration in a Patient Diagnosed with Cervical Spinal Cord Injury Proceedings of the 5th International Brain-Computer Interface Conference 2011 112-115 Show publication in PURE
Reinhold Scherer Towards multimodal error responses: a passive BCI for the detection of auditory errors Proceedings of the 13th international conference on multimodal interfaces (ICMI'11) 53-56 Show publication in PURE
Reinhold Scherer Do user-related factors of motor impaired and able-bodied participants correlate with classification accuracy? Proc. of the 5th International Brain-Computer Interface Conference 2011 156-159 Show publication in PURE
Gernot Müller-Putz Brisk movement imagination for thenon-invasive control ofneuroprostheses: a first attempt Annual International Conference of the IEEE Engineering in Medicine and Biology Society 4219-4222 Show publication in PURE
Gernot Müller-Putz A Concept to Standardize Raw Biosignal Transmission for Brain-Computer Interfaces Annual International Conference of the IEEE Engineering in Medicine and Biology Society 6377-6380 Show publication in PURE
Gernot Müller-Putz Exploring the resonant properties of alpha-band in covert spatial visual attention Proceedings of the 5th International Brain-Computer Interface Workshop and Training Course 2011 148-151 Show publication in PURE
Gernot Müller-Putz Comparison of feature extraction methods for brain-computer interfaces Proceedings of the Fifth International BCI Conference 2011 Show publication in PURE
Reinhold Scherer An Adaptive Brain-Computer Interface for Humanoid Robot Control IEEE-RAS International Conference on Humanoid Robots Show publication in PURE
Predicting performance in a hybrid SSVEP/ERD BCI for continuous simultaneous cursor control Proceedings of the Fifth International BCI Conference 2011 Show publication in PURE
Gernot Müller-Putz Detection of Error Potentials during a Car-Game with Combined Continuous and Discrete Feedback Proceedings of the 5th International Brain-Computer Interface Conference 2011 204-207 Show publication in PURE
Affective Brain-Computer Interfaces (aBCI 2011) Affective Computing and Intelligent Interaction 435-435 Show publication in PURE
Reinhold Scherer Context-Awareness as an Enhancement of Brain-Computer Interfaces Ambient Assisted Living 216-223 Show publication in PURE
Gert Pfurtscheller SSVEP BCI control of a hand orthosis: first evaluation in persons with tetraplegia Proceedings of the 5th International Brain-Computer Interface Conference 2011 220-223 Show publication in PURE
Reinhold Scherer Towards Hierarchical BCIs for Robotic Control International IEEE EMBS Conference on Neural Engineering 330-333 Show publication in PURE
Gernot Müller-Putz and Reinhold Scherer Motivation Influences Performance in SMR-BCI Proc. of the 5th International Brain-Computer Interface Conference 2011 108-111 Show publication in PURE
Gernot Müller-Putz Nichtinvasive Brain-Computer Schnittstelle - Ein assistierendes Hilfsmittel? 7. Deutsches Biosensor Symbosium 32-33 Show publication in PURE
Gert Pfurtscheller Slow Phase-related Oscillations of Prefrontal (De)oxyhemoglobin and Central EEG Alpha and Beta Power in the Resting Brain Proceedings of the 5th International Brain-Computer Interface Conference 2011 340-342 Show publication in PURE
Reinhold Scherer Non-invasive brain-computer interfaces: Enhanced gaming and robotic control Proc. of IWANN 2011 362-369 Show publication in PURE
Reinhold Scherer Navigational User Interface Elements on the Left Side: Intuition of Designers or Experimental Evidence? Human-Computer Interaction – INTERACT 2011 Springer Lecture Notes in Computer Science LNCS 6947 162-177 Show publication in PURE
Reinhold Scherer Effect of medication on attentional demands of precision and power grips in individuals with Parkinson's disease (PD) Proc. APTA CSM 2010 Show publication in PURE
Gernot Müller-Putz Correlating SSSEP Screening Results with BCI Performance Proceedings of the 5th International Brain-Computer Interface Conference 2011 152-155 Show publication in PURE
Reinhold Scherer A Hierarchical Architecture for Adaptive Brain-Computer Interfacing Proc. IJCAI 2011 1647-1652 Show publication in PURE
Gernot Müller-Putz TiA – Standardizing Raw Biosignal Delivery in BCIs Proceedings of the 5th International Brain-Computer Interface Conference 2011 336-339 Show publication in PURE
Thesis
EEG-Quellenrekonstruktion mittels sLORETA Show publication in PURE
Other Article
Automatic frequency band selection for BCIs with ERDS difference maps Show publication in PURE
Gert Pfurtscheller Slow Phase-related Oscillations of Prefrontal (De)oxyhemoglobin and Central EEG Alpha and Beta Power in the Resting Brain Show publication in PURE
Gernot Müller-Putz Does ERD correlate with the strength of impairment after stroke? Show publication in PURE
Gernot Müller-Putz Towards a Single-Switch BCI Based on Steady-State Somatosensory Evoked Potentials Show publication in PURE
Gernot Müller-Putz Long-Term BCI Training for Grasp Restoration in a Patient Diagnosed with Cervical Spinal Cord Injury Show publication in PURE
Reinhold Scherer Introducing the Detection of Auditory Error Responses Based on BCI Technology for Passive Interaction Show publication in PURE
Gernot Müller-Putz TiA – Standardizing Raw Biosignal Delivery in BCIs Show publication in PURE
Gernot Müller-Putz Recent Results and Perspectives of Sino-Austrian High-Tech Acupuncture and Moxibustion Research Show publication in PURE
Gert Pfurtscheller SSVEP BCI control of a hand orthosis: first evaluation in persons with tetraplegia Show publication in PURE
Gert Pfurtscheller and Reinhold Scherer Classication of Focal Frontal Oxyhemoglobin Responses During Mental Arithmetic Show publication in PURE
Gernot Müller-Putz Comparison of Feature Extraction Methods for Brain-Computer Interfaces Show publication in PURE
Gernot Müller-Putz Detection of Error Potentials during a Car-Game with Combined Continuous and Discrete Feedback Show publication in PURE
Gernot Müller-Putz Exploring the resonant properties of alpha-band in covert spatial visual attention Show publication in PURE
Gernot Müller-Putz Somatosensory Evoked Potentials Elicited by Stimulating Two Fingers from One Hand - Usable for BCI? Show publication in PURE
Gernot Müller-Putz A Concept to Standardize Raw Biosignal Transmission for Brain-Computer Interfaces Show publication in PURE
Reinhold Scherer Restricted Boltzmann Machines as useful tool for detecting oscillatory EEG components Show publication in PURE
Gernot Müller-Putz Correlating SSSEP Screening Results with BCI Performance Show publication in PURE
Reinhold Scherer Framework for real-time decoding of ECoG signals for controlling the anatomically correct test bed (ACT) hand Show publication in PURE
Reinhold Scherer Do user-related factors of motor impaired and able-bodied participants correlate with classification accuracy? Show publication in PURE
2010
Book
Sexualhormone und ihre Wirkung auf das menschliche Gehirn: Einfluss pränatalen und adulten Testosterons auf den intra- und interhemisphärischen Transfer978-3-639-23152-6 Show publication in PURE
Gert Pfurtscheller Brain-Computer Interfaces: Revolutionizing Human-Computer Interaction Show publication in PURE
Book Chapter
Gehirn-Computer-Schnittstellen (BCIs): Anwendungen und PerspektivenMensch und Maschine. Wie Brain-Computer-Interfaces und andere Innovationen gelähmten Menschen kommunizieren helfen91-114 Show publication in PURE
Gert Pfurtscheller Neurofeedback training for BCI controlBrain Computer Interfaces – Revolutionizing Human-Computer Interaction65-78 Show publication in PURE
Gert Pfurtscheller Electroencephalographic characteristics during motor imageryThe Neurophysiological Foundations of Mental Motor Imagery65-81 Show publication in PURE
Gernot Müller-Putz and Gert Pfurtscheller Motorik und Mobilität durch Brain-Computer InterfacesOrthopädie-Technik86-92 Show publication in PURE
Gert Pfurtscheller Dynamics of Sensorimotor Oscillations in a Motor TaskBrain Computer Interfaces – Revolutionizing Human-Computer Interaction47-64 Show publication in PURE
Reinhold Scherer Statistical Pattern Recognition and Machine Learning in Brain-Computer InterfacesStatistical Signal Processing for Neuroscience and Neurotechnology335-368 Show publication in PURE
Gert Pfurtscheller Brain-Computer Interface Systems used for Virtual Reality ControlVirtual Reality Show publication in PURE
Gert Pfurtscheller Asynchronous motor imagery-based brain switch using only one laplacian EEG derivationBRAINROBOT Methods and applications for brain computer interfaces103-107 Show publication in PURE
Could anyone use a BCI?Applying our Minds to Human-Computer Interaction35-54 Show publication in PURE
Gernot Müller-Putz, Gert Pfurtscheller and Reinhold Scherer Non Invasive BCIs for Neuroprosthesis Control of the Paralysed HandBrain-Computer Interfaces - Revolutionizing Human Computer Interaction171-184 Show publication in PURE
Gernot Müller-Putz, Gert Pfurtscheller and Reinhold Scherer The Graz Brain-Computer InterfaceBrain-Computer Interfaces - Revolutionizing Human-Computer Interaction79-96 Show publication in PURE
Gert Pfurtscheller EEG-based brain-computer communicationThe Neurophysiological Foundations of Mental Motor Imagery203-212 Show publication in PURE
Journal Article
Gert Pfurtscheller Does conscious intention to perform a motor act depend on slow cardiovascular rhythms? Show publication in PURE
Gert Pfurtscheller and Selina Christin Wriessnegger Focal frontal (de)oxyhemoglobin responses during simple arithmetic Show publication in PURE
Gernot Müller-Putz and Gert Pfurtscheller An application framework for controlling an avatar in a desktop based virtual environment via a software SSVEP brain-computer interface Show publication in PURE
Gert Pfurtscheller P300 Chinese input system based on Bayesian LDA Show publication in PURE
Gernot Müller-Putz, Gert Pfurtscheller and Reinhold Scherer The Hybrid BCI Show publication in PURE
Gernot Müller-Putz and Gert Pfurtscheller Motorik und Mobilität durch Brain-Computer Interfaces? Show publication in PURE
Gernot Müller-Putz and Gert Pfurtscheller Improved signal processing approaches in an offline simulation of a hybrid brain-computer interface Show publication in PURE
Gernot Müller-Putz NeuroIS: Neuroscientific Approaches in the Investigation and Development of Information Systems Show publication in PURE
An Exploratory Study on Emotion Recognition in patients with a Clinically Isolated Syndrome and Multiple Sclerosis Show publication in PURE
Gernot Müller-Putz On the Foundations of NeuroIS: Reflections on the Gmunden Retreat 2009 Show publication in PURE
Gernot Müller-Putz and Gert Pfurtscheller Asynchronous Steady-State Visual Evoked Potential based BCI Control of a 2 DoF Artificial Upper Limb Show publication in PURE
Gernot Müller-Putz, Gert Pfurtscheller and Reinhold Scherer Temporal coding of brain patterns for direct limb control in humans Show publication in PURE
Gernot Müller-Putz and Gert Pfurtscheller Self-paced operation of an SSVEP-based orthosis with and without an imagery-based "brain switch": a feasibility study towards a hybrid BCI Show publication in PURE
Gert Pfurtscheller Non-stationary brain source separation for multi-class motor imagery Show publication in PURE
Gernot Müller-Putz and Gert Pfurtscheller Fast set-up asynchronous brain switch based on detection of foot motor imagery in one-channel EEG Show publication in PURE
How many (and what kinds of) people can use an SSVEP BCI? Show publication in PURE
Günter Schreier An epidemological modeling and data integration framework Show publication in PURE
Gernot Müller-Putz NeuroIS: Neurowissenschaftliche Ansätze in der Erforschung und Gestaltung von Informationssystemen Show publication in PURE
Gert Pfurtscheller A new P300 stimulus presentation pattern for EEG-based spelling systems Show publication in PURE
Gernot Müller-Putz and Gert Pfurtscheller Analysis of sensorimotor rhythms for the implementation of a brain switch for healthy subjects Show publication in PURE
Gernot Müller-Putz and Gert Pfurtscheller Toward a hybrid brain-computer interface based on imagined movement and visual attention Show publication in PURE
Gernot Müller-Putz Combining Brain-Computer Interfaces and Assistive Technologies: State-of-the-Art and Challenges Show publication in PURE
Conference/Workshop Article
Gernot Müller-Putz Asynchronous Steady-State Visual Evoked Potential based Brain-Computer Interface: Control of a 2 DoF Artificial Upper Limb Conference Abstract: Neurodynamic insight into functional connectivity, cognition, and consciousness. Show publication in PURE
Gert Pfurtscheller and Reinhold Scherer Brain-Computer Interfaces used for Virtual Reality Control Proc. of the 1st International Conference on Apllied Bionics and Biomechanics (ICABB-2010) 1-3 Show publication in PURE
Gernot Müller-Putz Tobi hybrid BCI: principle of a new assistive method 2nd TOBI Workshop 2010 1-2 Show publication in PURE
Gernot Müller-Putz BCI: "Imagine playing tennis!" Proceedings of the TOBI Workshop II 1-2 Show publication in PURE
Reinhold Scherer A 4-class brain-computer interface driven by mental strategies evaluated with and without user distraction Proc. 4th International Brain-Computer Interface Meeting 2010 1-1 Show publication in PURE
New strategy to set up a classifier for a motor imagery based stroke BCI Proceedings of the 1st TOBI Workshop 2010 20-20 Show publication in PURE
Reinhold Scherer Temporal dynamics of high-frequency (>75Hz) power increase in electrocorticographic brain signals during cue-guided movement of individual digits Proc. Neuroscience 2010 Show publication in PURE
Gernot Müller-Putz Offline Decoding of Hand Movement Directions from Non-Invasive EEG Proceedings of the TOBI Workshop II 125-126 Show publication in PURE
Gernot Müller-Putz and Gert Pfurtscheller The Graz brain switch TOBI Workshop 2010 - Integrating Brain-Computer Interfaces with Conventional Assistive Technology 48-48 Show publication in PURE
Reinhold Scherer Preliminary results for the use of sensitive devices to assess the effect of medication on attentional demands of precision and power grips in individuals with Parkinson’s disease IEEE RAS & EMBS International Conference on Biomedical Robotics and Biomechatronics Show publication in PURE
Reinhold Scherer Can synergistic finger movements be represented as the superposition of individual finger movements? Proc. 4th International Brain-Computer Interface Meeting 2010 1-1 Show publication in PURE
Reinhold Scherer Interaction with Virtual and Augmented Reality Environments using Non-Invasive Brain-Computer Interfacing Proc. of the 1st International Conference on Apllied Bionics and Biomechanics (ICABB-2010) 1-4 Show publication in PURE
Gert Pfurtscheller Sequential operation of a Hybrid BCI: Combining ERD-based and SSVEP-based BCIs BCI Meeting 2010 Posters K4-K4 Show publication in PURE
Gernot Müller-Putz Time Coded Motor Imagery BCI to Control an Artificial Limb with Additional Discrete Feedback to Detect Error Potentials Proceedings of the 1st TOBI Workshop 2010 18-18 Show publication in PURE
Gert Pfurtscheller Self-paced training of an asynchronous brain switch BCI Meeting 2010 Posters A8-A8 Show publication in PURE
Gert Pfurtscheller and Selina Christin Wriessnegger Neural correlates of the execution and inhibition of well learned foot and finger movements: an NIRS study Proceedings of the TOBI Workshop 2010 38-38 Show publication in PURE
Gert Pfurtscheller and Reinhold Scherer Avatar navigation in virtual and augmented reality environments using an SSVEP BCI Proc. of the 1st International Conference on Apllied Bionics and Biomechanics (ICABB-2010) 1-4 Show publication in PURE
BCI- Applications: Requirements of Disabled End-Users and Professional Users Proceedings of the 1st TOBI Workshop 2010 29-29 Show publication in PURE
Reinhold Scherer Consistency over time and across tasks of brain-computer interface-relevant mental strategies Proceedings of the 1st TOBI Workshop 2010 68-68 Show publication in PURE
Reinhold Scherer Beyond motor imagery: Evaluation of mental strategies for stable multi-class classification Proceedings of the 1st TOBI Workshop 2010 69-69 Show publication in PURE
Gernot Müller-Putz Hybrid motor imagery and steady-state visual evoked potential based BCI for artificial arm control Integrating Brain-Computer Interfaces with Conventional Assistive Technology 46-47 Show publication in PURE
Gernot Müller-Putz Towards Natural Arm Control: Classification of hand and elbow movements Proceedings of the 1st TOBI Workshop 2010 34-34 Show publication in PURE
Reinhold Scherer Towards Hierarchical BCIs: Combining Motor Imagery and Evoked Potentials for Robotic Control Proc. 4th International Brain-Computer Interface Meeting 2010 1-1 Show publication in PURE
Gert Pfurtscheller and Selina Christin Wriessnegger Fokale frontale (De)oxyhämoglobin-Änderung während einfacher arithmetischer Aufgaben: Anmerkungen zur Verwendung als Steuersignale für optische Gehirn-Computer-Interface (oBCI)-Anwendungen Kongress 5 Jahre INGE St. 30-30 Show publication in PURE
Gernot Müller-Putz Identifying "resonance" frequencies for SSVEP-BCI Proceedings of the TOBI Workshop II 103-104 Show publication in PURE
Gernot Müller-Putz The TOBI Hybrid BCI – The Data Acquisition Module Proceedings of the 1st TOBI Workshop 2010 58-58 Show publication in PURE
Gernot Müller-Putz BCI basierend auf Bewegungsvorstellung und steady-state visuell evozierten Potenzialen zur Steuerung der Hand- u. Ellbogenfunktion eines künstlichen Armes Kongress 5 Jahre INGE St. 45-45 Show publication in PURE
Thesis
Online-Studie zur Realisierung eines hybriden Brain-Computer Interfaces Show publication in PURE
Other Article
Gert Pfurtscheller SSVEP-based navigation using stimuli that are tightly integrated within a virtual feedback scenario Show publication in PURE
Gert Pfurtscheller and Selina Christin Wriessnegger Neural correlates of the execution and inhibition of well learned foot and finger movements: an NIRS study Show publication in PURE
Gernot Müller-Putz Time Coded Motor Imagery BCI to Control an Artificial Limb with Additional Discrete Feedback to Detect Error Potentials Show publication in PURE
Gernot Müller-Putz Hybrid motor imagery and steady-state visual evoked potential based BCI for artificial arm control Show publication in PURE
New strategy to set up a classifier for a motor imagery based stroke BCI Show publication in PURE
Gert Pfurtscheller A software SSVEP BCI integrating stimuli within motivating and immersive virtual and augmented reality environments Show publication in PURE
Toward a multidimensional “hybrid” BCI based on simultaneous SSVEP and ERD activity Show publication in PURE
Gernot Müller-Putz Time Coded Motor Imagery BCI to Control an Artificial Limb with Additional Discrete Feedback to Detect Error Potentials Show publication in PURE
Gernot Müller-Putz (Kopie von) BCI: "Imagine playing tennis!" Show publication in PURE
Classification of Adaptive Autoregressive Models at Different Sampling Rates in a Motor Imagery-Based BCI Show publication in PURE
Gert Pfurtscheller Passive BNCI for monitoring foot movement Show publication in PURE
Gert Pfurtscheller and Selina Christin Wriessnegger Investigation of hemodynamic responses during simple arithmetic. Annotations for the use as control signal for optical brain-computer interface (oBCI) applications. Show publication in PURE
Gernot Müller-Putz and Gert Pfurtscheller Gaze-Directed Ubiquitous Interaction Using a Brain-Computer Interface Show publication in PURE
Gert Pfurtscheller, Selina Christin Wriessnegger and Reinhold Scherer Single trial classification of focal frontal (de)oxyhemoglobin responses during simple arithmetic Show publication in PURE
Reinhold Scherer Towards Hierarchical BCIs: Combining Motor Imagery and Evoked Potentials for Robotic Control Show publication in PURE
Reinhold Scherer A 4-class brain-computer interface driven by mental strategies evaluated with and without user distraction Show publication in PURE
Gert Pfurtscheller Self-paced training of an asynchronous brain switch Show publication in PURE
Reinhold Scherer Can synergistic finger movements be represented as the superposition of individual finger movements? Show publication in PURE
Gert Pfurtscheller and Reinhold Scherer Avatar navigation in virtual and augmented reality environments using an SSVEP BCI Show publication in PURE
Gernot Müller-Putz Investigation of the stability of SSSEP elicited by vibro-tactile stimulation Show publication in PURE
Gert Pfurtscheller Hybrid BCI Research at Graz University of Technology (TUG) Show publication in PURE
Reinhold Scherer Temporal dynamics of high-frequency (>75Hz) power increase in electrocorticographic brain signals during cue-guided movement of individual digits Show publication in PURE
A Comparison of Univariate, Multivariate, Bilinear Autoregressive, and Bandpower Features for Brain-Computer Interfaces Show publication in PURE
Gernot Müller-Putz Tobi hybrid BCI: principle of a new assistive method Show publication in PURE
Gernot Müller-Putz and Gert Pfurtscheller The Graz brain switch Show publication in PURE
A hybrid brain-computer interface based on motor imagery and steady-state visual evoked potentials Show publication in PURE
Gernot Müller-Putz Fusion of Manual Control and BCI Using Long Term and Short Term Quality Measures Show publication in PURE
Gernot Müller-Putz BCI basierend auf Bewegungsvorstellung und steady-state visuell evozierten Potenzialen zur Steuerung der Hand- u. Ellbogenfunktion eines künstlichen Armes Show publication in PURE
Gernot Müller-Putz Identifying "resonance" frequencies for SSVEP-BCI Show publication in PURE
Reinhold Scherer Consistency over time and across tasks of brain-computer interface-relevant mental strategies Show publication in PURE
Er mag seinen Kaffee mit Milch und Elefant: Auswirkungen von semantischen Verletzungen im EEG bei späten Bilingualen Show publication in PURE
Gernot Müller-Putz TOBI Interface A (TiA) - A Standardized Interface to Transmit Raw Biosignals Show publication in PURE
Gernot Müller-Putz Asynchronous Steady-State Visual Evoked Potential based BCI: Control of a 2 DoF Artificial Upper Limb Show publication in PURE
Towards natural arm control: classification of hand and elbow movement Show publication in PURE
Gernot Müller-Putz BCI: "Imagine playing tennis!" Show publication in PURE
Gert Pfurtscheller Sequential operation of a Hybrid BCI: Combining ERD-based and SSVEP-based BCIs Show publication in PURE
Gernot Müller-Putz (Kopie von) Tobi hybrid BCI: principle of a new assistive method Show publication in PURE
Gernot Müller-Putz The TOBI Hybrid BCI – The Data Acquisition Module Show publication in PURE
Gernot Müller-Putz Towards Natural Arm Control: Classification of hand and elbow movements Show publication in PURE
Reinhold Scherer Beyond motor imagery: Evaluation of mental strategies for stable multi-class classification Show publication in PURE
Gernot Müller-Putz Offline Decoding of Hand Movement Directions from Non-Invasive EEG Show publication in PURE
BCI- Applications: Requirements of Disabled End-Users and Professional Users Show publication in PURE
Cortical Effects of User Learning in a Motor-Imagery BCI Training Show publication in PURE
Gernot Müller-Putz Combination of Manual Control and Motor Imagery to Move an Artificial Limb Show publication in PURE
First steps towards a motor imagery-based stroke BCI Show publication in PURE
Cortical effects of BCI training measured with fNIRS Show publication in PURE
Gernot Müller-Putz Towards Natural Arm Control: Classification of hand and elbow movements Show publication in PURE
Gernot Müller-Putz and Gert Pfurtscheller Toward brain-computer interface gaming Show publication in PURE
SigViewer: Visualization of Biosignals Show publication in PURE
BCI-Applications: Needs and requirements of disabled end-users and professional users Show publication in PURE
Selina Christin Wriessnegger Functional Electrical Stimulation (FES) for Stroke Rehabilitation and the Impact of Handedness: An EEG Study Show publication in PURE
Gernot Müller-Putz Fostering BCI interoperability Show publication in PURE