Publications

2021
Journal Article
Ozan Özdenizci EEG-based Texture Roughness Classification in Active Tactile Exploration with Invariant Representation Learning Networks Biomedical Signal Processing and Control 67, 2021 , DOI Show publication in PURE
Ozan Özdenizci Universal Physiological Representation Learning with Soft-Disentangled Rateless Autoencoders IEEE Journal of Biomedical and Health Informatics 25, 2928-2937, 2021 , DOI , Link Show publication in PURE
Ozan Özdenizci Stochastic mutual information gradient estimation for dimensionality reduction networks Information Sciences 570, 298-305, 2021 , DOI , Link Show publication in PURE
Conference/Workshop Article
Ozan Özdenizci On the use of generative deep neural networks to synthesize artificial multichannel EEG signals2021 10th International IEEE/EMBS Conference on Neural Engineering, NER 2021427-430 , Link Show publication in PURE
Robert Legenstein and Ozan Özdenizci Training adversarially robust sparse networks via Bayesian connectivity samplingProceedings of Machine Learning Research8314-8324 Show publication in PURE
Other Article
Robert Legenstein A functional role of cortical oscillations for probabilistic computation in spiking neural networks Show publication in PURE
2020
Book Chapter
Wolfgang Maass Reservoirs learn to learnReservoir Computing Show publication in PURE
Journal Article
Robert Legenstein and Wolfgang Maass STDP forms associations between memory traces in networks of spiking neurons Cerebral Cortex 30, 952-968, 2020 , DOI , Link Show publication in PURE
Wolfgang Maass and Christoph Stöckl Optimized spiking neurons can classify images with high accuracy through temporal coding with two spikes arXiv.org e-Print archive , 2020 Show publication in PURE
Wolfgang Maass Brain computation by assemblies of neurons Proceedings of the National Academy of Sciences of the United States of America 117, 14464 - 14472, 2020 , DOI , Link Show publication in PURE
Robert Legenstein and Wolfgang Maass A model for structured information representation in Neural Networks of the Brain eNeuro 7, 2020 , DOI , Link Show publication in PURE
Robert Legenstein The location of the axon initial segment affects the bandwidth of spike initiation dynamics PLoS Computational Biology 16, 2020 , DOI , Link Show publication in PURE
Wolfgang Maass and Christoph Stöckl Recognizing Images with at most one Spike per Neuron arXiv.org e-Print archive , 2020 Show publication in PURE
Robert Legenstein, Wolfgang Maass and Ceca Kraisnikovic Spike frequency adaptation supports network computations on temporally dispersed information bioRxiv - the Preprint Server for Biology 2020, 2020 , DOI Show publication in PURE
Wolfgang Maass and Christoph Stöckl One-shot learning with spiking neural networks bioRxiv - the Preprint Server for Biology 2020, 2020 Show publication in PURE
Robert Legenstein and Wolfgang Maass A solution to the learning dilemma for recurrent networks of spiking neurons Nature Communications 11, 2020 , DOI , Link Show publication in PURE
Robert Legenstein and Thomas Limbacher Emergence of stable synaptic clusters on dendrites through synaptic rewiring Frontiers in Computational Neuroscience 14, 2020 , DOI , Link Show publication in PURE
Robert Legenstein The future of computing: learning-based, energy-efficient and brain-inspired TU Graz Research 24, 2020 Show publication in PURE
Deep learning incorporating biologically inspired neural dynamics and in-memory computing Nature Machine Intelligence 2, 325 - 336, 2020 , DOI Show publication in PURE
Conference/Workshop Article
Property-Based Testing for Parameter Learning of Probabilistic Graphical ModelsMachine Learning and Knowledge Extraction499-515 , Link Show publication in PURE
Robert Legenstein and Thomas Limbacher H-Mem: Harnessing synaptic plasticity with Hebbian memory networksAdvances in Neural Information Processing Systems Show publication in PURE
Other Article
Robert Legenstein, Wolfgang Maass and Ceca Kraisnikovic Spike-frequency adaptation contributes long short-term memory to networks of spiking neurons , Link Show publication in PURE
2019
Book Chapter
Robert Legenstein and Wolfgang Maass Brain Computation: A Computer Science PerspectiveComputing and Software Science.184-199 Show publication in PURE
Journal Article
Franz Aurenhammer Partially walking a polygon Computational Geometry 84, 3-11, 2019 , DOI Show publication in PURE
Wolfgang Maass Neuromorphic Hardware Learns to Learn Frontiers in Neuroscience 2019, 1-14, 2019 Show publication in PURE
Robert Legenstein and Wolfgang Maass Biologically inspired alternatives to backpropagation through time for learning in recurrent neural nets arXiv.org e-Print archive 2019, 1-37, 2019 Show publication in PURE
Wolfgang Maass Reservoirs learn to learn arXiv.org e-Print archive , 1-14, 2019 Show publication in PURE
Robert Legenstein and Wolfgang Maass Embodied synaptic plasticity with online reinforcement learning Frontiers in Neurorobotics 13, 1-11, 2019 , DOI , Link Show publication in PURE
Robert Legenstein and Wolfgang Maass A solution to the learning dilemma for recurrent networks of spiking neurons bioRxiv - the Preprint Server for Biology 2019, 2019 , DOI Show publication in PURE
Robert Legenstein and Wolfgang Maass Efficient Reward-Based Structural Plasticity on a SpiNNaker 2 Prototype IEEE Transactions on Biomedical Circuits and Systems 13, 579-591, 2019 , DOI Show publication in PURE
Computational modelling of salamander retinal ganglion cells using machine learning approaches Neurocomputing 325, 101-112, 2019 , DOI , Link Show publication in PURE
Conference/Workshop Article
Page Cache AttacksCCS 2019 - Proceedings of the 2019 ACM SIGSAC Conference on Computer and Communications Security167-180 Show publication in PURE
Other Article
Emergence of binding capabilities in generic spiking neural networks Show publication in PURE
2018
Journal Article
Robert Legenstein and Wolfgang Maass Memory-Efficient Deep Learning on a SpiNNaker 2 Prototype Frontiers in Neuroscience 12, 2018 , DOI Show publication in PURE
Robert Legenstein and Wolfgang Maass A dynamic connectome supports the emergence of stable computational function of neural circuits through reward-based learning eNeuro 5, 2018 , DOI , Link Show publication in PURE
Bioinspired approach to modeling retinal ganglion cells using system identification techniques IEEE Transactions on Neural Networks and Learning Systems 29, 1796-1808, 2018 , DOI , Link Show publication in PURE
Emergent Inference of Hidden Markov Models in Spiking Neural Networks Through Winner-Take-All IEEE Transactions on Cybernetics , 2018 , DOI , Link Show publication in PURE
Conference/Workshop Article
Robert Legenstein and Wolfgang Maass Long Term Memory and the Densest K-Subgraph Problem9th Innovations in Theoretical Computer Science Conference (ITCS 2018)57:1–57:15 Show publication in PURE
Camera-based vehicle velocity estimation from monocular videoComputer Vision Winter Workshop (CVWW), 2018 Show publication in PURE
Robert Legenstein and Wolfgang Maass Long short-term memory and learning-to-learn in networks of spiking neuronsAdvances in Neural Information Processing Systems Show publication in PURE
Wolfgang Maass Smoothed Analysis of Discrete Tensor Decomposition and Assemblies of NeuronsAdvances in Neural Information Processing Systems 2018 Show publication in PURE
Implementation of Bayesian Inference in Distributed Neural NetworksProceedings - 26th Euromicro International Conference on Parallel, Distributed, and Network-Based Processing, PDP 2018666-673 , Link Show publication in PURE
Other Article
Franz Aurenhammer Maximal Two-Guard Walks in Polygons Show publication in PURE
Franz Aurenhammer On merging straight skeletons Show publication in PURE
Franz Aurenhammer Mitered offsets and straight skeletons for circular arc polygons Show publication in PURE
Franz Aurenhammer Partially walking a polygon Show publication in PURE
2017
Book Chapter
Long-term evolution of neural responses in the barrel cortex during learning of a bilateral vibrotactile two-alternative forced choice taskThe Impact of Sensory-guided Behavior of Neuronal Processing in the Mouse Barrel Cortex and a Novel Two-alternative Forced Choice Paradigm in Head-fixed Mice and Rats54-87 , Link Show publication in PURE
Journal Article
Robert Legenstein and Wolfgang Maass Neuromorphic Hardware In The Loop: Training a Deep Spiking Network on the BrainScaleS Wafer-Scale System arXiv.org e-Print archive arXiv:1703.01909, 2017 Show publication in PURE
Robert Legenstein and Wolfgang Maass Pattern representation and recognition with accelerated analog neuromorphic systems arXiv.org e-Print archive preprint arXiv:1703.06043, 2017 , DOI Show publication in PURE
Robert Legenstein and Wolfgang Maass Reward-based stochastic self-configuration of neural circuits arXiv.org e-Print archive arXiv preprint arXiv:1704.04238, 2017 Show publication in PURE
Robert Legenstein and Wolfgang Maass Feedback Inhibition Shapes Emergent Computational Properties of Cortical Microcircuit Motifs The journal of neuroscience 37, 8511– 8523, 2017 , DOI Show publication in PURE
Robert Legenstein and Wolfgang Maass Associations between memory traces emerge in a generic neural circuit model through STDP bioRxiv - the Preprint Server for Biology , 1-36, 2017 , DOI Show publication in PURE
Robert Legenstein and Wolfgang Maass Deep Rewiring arXiv.org e-Print archive , 2017 Show publication in PURE
Robert Legenstein and Wolfgang Maass A probabilistic model for learning in cortical microcircuit motifs with data-based divisive inhibition arXiv.org e-Print archive , 1-27, 2017 , DOI , Link Show publication in PURE
Scaling up liquid state machines to predict over address events from dynamic vision sensors Bioinspiration & Biomimetics 12, 2017 , DOI Show publication in PURE
Conference/Workshop Article
Franz Aurenhammer Voronoi diagrams for parallel halflines and line segments in spaceLIPIcs-Leibniz International Proceedings in Informatics , Link Show publication in PURE
Thesis
Variable Binding Through Assemblies in Spiking Neural Networks Show publication in PURE
Thomas Limbacher Supervised Learning Algorithms for Spiking Neuromorphic Hardware Show publication in PURE
Other Article
Robert Legenstein and Wolfgang Maass A model for the formation of associations between memory items in the brain Show publication in PURE
Franz Aurenhammer Computing straight skeletons for arc polygons Show publication in PURE
2016
Journal Article
Wolfgang Maass Searching for principles of brain computation Current Opinion in Behavioral Sciences 11, 81-92, 2016 Show publication in PURE
Wolfgang Maass Solving constraint satisfaction problems with networks of spiking neurons Frontiers in Neuroscience , 2016 , DOI Show publication in PURE
Robert Legenstein and Wolfgang Maass CaMKII activation supports reward-based neural network optimization through Hamiltonian sampling arXiv.org e-Print archive , 2016 Show publication in PURE
Wolfgang Maass Energy-efficient neural network chips approach human recognition capabilities Proceedings of the National Academy of Sciences of the United States of America 113, doi/10.1073/pnas.1614109113, 2016 Show publication in PURE
Wolfgang Maass Learning Probabilistic Inference through Spike-Timing-Dependent Plasticity eNeuro 3, 2016 , DOI Show publication in PURE
Robert Legenstein Unsupervised learning in probabilistic neural networks with multi-state metal-oxide memristive synapses Nature Communications 7, 2016 , DOI Show publication in PURE
Franz Aurenhammer Straight skeletons and mitered offsets of nonconvex polytopes Discrete & Computational Geometry 56, 743-801, 2016 , DOI Show publication in PURE
The role of transient target stimuli in a steady-state somatosensory evoked potential-based brain-computer interface setup Frontiers in Neuroscience 10, 2016 Show publication in PURE
Conference/Workshop Article
Robert Peharz Contributing to the early identification of neurodevelopmental disorders: The retrospective analysis of pre-linguistic vocalisations in home video materialCongreso Internacional Psicologia Clinica Show publication in PURE
Franz Aurenhammer Voronoi diagrams for parallel halflines in 3DProceedings of the 32nd European Workshop on Computational Geometry EuroCG'2016 Show publication in PURE
Robert Legenstein and Wolfgang Maass Assembly pointers for variable binding in networks of spiking neuronsCEUR Workshop Proceedings Show publication in PURE
Other Article
Robert Legenstein Bayesian modelling of student misconceptions in the one-digit multiplication with probabilistic programming , Link Show publication in PURE
2015
Journal Article
Robert Legenstein and Wolfgang Maass Network plasticity as Bayesian inference PLoS Computational Biology 11, e1004485-e1004485, 2015 , DOI , Link Show publication in PURE
Wolfgang Maass To spike or not to spike: That is the question. Proceedings of the IEEE 103, 2219-2224, 2015 , DOI , Link Show publication in PURE
Evaluation of Healthy EEG Responses for Spelling through Listener-Assisted Scanning IEEE Journal of Biomedical and Health Informatics 19, 29-36, 2015 , DOI Show publication in PURE
Franz Aurenhammer 3-Colorability of Pseudo-Triangulations International Journal of Computational Geometry and Applications , 283-298, 2015 Show publication in PURE
Robert Legenstein and Wolfgang Maass Distributed Bayesian computation and self-organized learning in sheets of spiking neurons with local lateral inhibition PLoS ONE 10, e0134356-e0134356, 2015 , DOI , Link Show publication in PURE
Franz Aurenhammer Triangulations with circular arcs Journal of Graph Algorithms and Applications , 43-65, 2015 Show publication in PURE
Robert Legenstein Nanoscale connections for brain-like circuits Nature 521, 37-38, 2015 , Link Show publication in PURE
Franz Aurenhammer On Triangulation Axes of Polygons Information Processing Letters 115, 45-51, 2015 , DOI Show publication in PURE
Conference/Workshop Article
Robert Legenstein and Wolfgang Maass Synaptic sampling: A Bayesian approach to neural network plasticity and rewiringProceedings of NIPS , Link Show publication in PURE
Franz Aurenhammer Three-dimensional straight skeletons from bisector graphsProc. 5th International Conference on Analytic Number Theory and Spatial Tessellations15-29 Show publication in PURE
Other Article
Robert Legenstein and Wolfgang Maass Reward-based network plasticity as Bayesian inference Show publication in PURE
Robert Legenstein and Wolfgang Maass Synaptic Plasticity as Bayesian Inference , Link Show publication in PURE
Robert Legenstein and Wolfgang Maass Stochastic network plasticity as Bayesian inference Show publication in PURE
Robert Legenstein Neural Computation with Assemblies and Assembly Sequences Show publication in PURE
2014
Book Chapter
Brain-Computer Interfaces for Assessment and Communication in Disorders of ConsciousnessEmerging Theory and Practice in Neuroprosthetics181-214 Show publication in PURE
Robert Legenstein Recurrent network models, reservoir computingEncyclopedia of Computational Neuroscience1-5 Show publication in PURE
Journal Article
Robert Legenstein and Wolfgang Maass Ensembles of spiking neurons with noise support optimal probabilistic inference in a dynamically changing environment PLoS Computational Biology 10, 1-27, 2014 , DOI , Link Show publication in PURE
Detection of mental imagery and attempted movements in patients with disorders of consciousness using EEG Frontiers in Human Neuroscience 8, 1-9, 2014 , DOI Show publication in PURE
Wolfgang Maass STDP Installs in Winner-Take-All Circuits an Online Approximation to Hidden Markov Model Learning PLoS Computational Biology 10, 1-22, 2014 , DOI , Link Show publication in PURE
Robert Legenstein A comparison of manual neuronal reconstruction from biocytin histology or 2-photon imaging: morphometry and computer modeling Frontiers in Neuroanatomy 8, 65-65, 2014 , DOI , Link Show publication in PURE
Robert Legenstein A compound memristive synapse model for statistical learning through STDP in spiking neural networks Frontiers in Neuroscience 8, 1-18, 2014 , DOI , Link Show publication in PURE
Franz Aurenhammer On k-Convex Point Sets Computational Geometry 47, 809-832, 2014 , DOI Show publication in PURE
NEVESIM: event-driven neural simulation framework with a Python interface Frontiers in Neuroinformatics 8, 1-20, 2014 , DOI , Link Show publication in PURE
A Tactile Stimulation Device for EEG Measurements in Clinical Use IEEE Transactions on Biomedical Circuits and Systems 8, 305-312, 2014 , DOI , Link Show publication in PURE
Wolfgang Maass Noise as a resource for computation and learning in networks of spiking neurons Proceedings of the IEEE 102, 860-880, 2014 , DOI , Link Show publication in PURE
An independent SSVEP-based brain-computer interface in locked-in syndrome Journal of Neural Engineering 11, 2014 , DOI Show publication in PURE
Franz Aurenhammer A note on visibility-constrained Voronoi diagrams Discrete Applied Mathematics 174, 52-56, 2014 , DOI , Link Show publication in PURE
Franz Aurenhammer On shape Delaunay tessellations Information Processing Letters 114, 535-541, 2014 , DOI , Link Show publication in PURE
Robert Legenstein and Wolfgang Maass Emergence of complex computational structures from chaotic neural networks through reward-modulated Hebbian learning Cerebral Cortex 24, 677-690, 2014 , DOI , Link Show publication in PURE
Wolfgang Maass A theoretical basis for efficient computations with noisy spiking neurons arXiv.org e-Print archive , 2014 , Link Show publication in PURE
Conference/Workshop Article
Franz Aurenhammer Polytope Offsets and Straight Skeletons in 3DProceedings of the 30th Annual Symposium on Computational Geometry (SoCG '14)98-99 Show publication in PURE
Steady-State Somatosensory Evoked Potentials in Minimally Conscious Patients – Challenges and PerspectivesProceedings of the 6th International Brain-Computer Interface Conference Graz 2014055-1-055-4 Show publication in PURE
Other Article
Self-organization in spiking neural networks , Link Show publication in PURE
Cell assembly self-organization in ensembles of pyramidal cells with relaxed lateral inhibition , Link Show publication in PURE
STDP installs in winner-take-all circuits an online approximation to hidden Markov model learning , Link Show publication in PURE
Steady-State Somatosensory Evoked Potentials in Minimally Conscious Patients – Challenges and Perspectives Show publication in PURE
2013
Book
Franz Aurenhammer Voronoi Diagrams and Delaunay Triangulations , Link Show publication in PURE
Journal Article
Wolfgang Maass Emergence of Optimal Decoding of Population Codes through STDP Neural computation 25, 1371-1407, 2013 , DOI , Link Show publication in PURE
Robert Legenstein Integration of nanoscale memristor synapses in neuromorphic computing architectures Nanotechnology 24, 384010-384010, 2013 , DOI , Link Show publication in PURE
Wolfgang Maass Stochastic Computations in Cortical Microcircuit Models PLoS Computational Biology 9, e1003311-e1003311, 2013 , Link Show publication in PURE
Wolfgang Maass Learned graphical models for probabilistic planning provide a new class of movement primitives Frontiers in Computational Neuroscience 6, 1-20, 2013 , DOI , Link Show publication in PURE
Wolfgang Maass Bayesian computation emerges in generic cortical microcircuits through spike-timing-dependent plasticity PLoS Computational Biology 9, e1003037-e1003037, 2013 , Link Show publication in PURE
Learned parametrized dynamic movement primitives with shared synergies for controlling robotic and musculoskeletal systems. Frontiers in Computational Neuroscience 7, 1-18, 2013 , DOI , Link Show publication in PURE
Wolfgang Maass Emergence of dynamic memory traces in cortical microcircuit models through STDP The journal of neuroscience 33, 11515-11529, 2013 Show publication in PURE
The auditory P300-based single-switch brain-computer interface: Paradigm transition from healthy subjects to minimally conscious patients Artificial Intelligence in Medicine 59, 81-90, 2013 , Link Show publication in PURE
Conference/Workshop Article
Implementation of a new independent SSVEP-based BCIProceedings of the Fifth International Brain-Computer Interface Meeting304-305 Show publication in PURE
Franz Aurenhammer Voronoi Diagrams from Distance GraphsProceeding 20th European Workshop on Computational Geometry EUROCG 2013185-188 Show publication in PURE
Franz Aurenhammer Voronoi Diagrams from (possibly discontinous) EmbeddingsProc. International Symposium on Voronoi Diagrams ISVD 2013, IEEE Computer Society47-50 Show publication in PURE
Learned Muscle Synergies as Prior in Dynamical Systems for Controlling Bio-mechanical and Robotic SystemsAbstracts of Neural Control of Movement Conference (NCM 2013) , Link Show publication in PURE
Homeostatic plasticity in Bayesian spiking networks as Expectation Maximization with posterior constraintsAnnual Conference on Neural Information Processing Systems782-790 , Link Show publication in PURE
Auditorily elicited neural oscillations associated with motor execution, motor imagery and non-motor mental tasksProceedings BMT (Biomedizinische Technik) 20131-2 Show publication in PURE
Franz Aurenhammer Structure and Computation of Straight Skeletons in 3-SpaceProc. 24th International Symposium on Algorithms and Computation ISAAC'1344-54 Show publication in PURE
Thesis
Structure and Self Organization in Spiking Neural Networks Show publication in PURE
Other Article
Implementation of a new independent SSVEP-based BCI Show publication in PURE
Wolfgang Maass Neural circuits naturally encode probability distributions over network states, and over trajectories of network states , Link Show publication in PURE
Robert Legenstein and Wolfgang Maass Local inhibition facilitates synaptic learning in spatially extended Bayesian spiking networks , Link Show publication in PURE
Wolfgang Maass Principles for an Alternative Design of Movement Primitives that Uses Probabilistic Inference in Learned Graphical Models , Link Show publication in PURE
EEG-Based Communication With Patients in Minimally Conscious State Show publication in PURE
Wolfgang Maass Networks of spiking neurons with noise have an inherent capability to generate heuristic solutions to complex constraint satisfaction problems , Link Show publication in PURE
Auditorily elicited neural oscillations associated with motor execution, motor imagery and non-motor mental tasks. Show publication in PURE
2012
Journal Article
Franz Aurenhammer On k-convex polygons Computational Geometry 45, 73-87, 2012 Show publication in PURE
Franz Aurenhammer Computing Convex Quadrangulations Discrete Applied Mathematics 160, 648-656, 2012 , DOI , Link Show publication in PURE
Wolfgang Maass The role of feedback in morphological computation with compliant bodies Biological Cybernetics , 1-19, 2012 , DOI , Link Show publication in PURE
Stochastic Optimal Control Methods for Investigating the Power of Morphological Computation Artificial Life 19, 115-131, 2012 , DOI , Link Show publication in PURE
Wolfgang Maass A quantitative analysis of information about past and present stimuli encoded by spikes of A1 neurons Journal of neurophysiology 108, 1366-1380, 2012 , DOI , Link Show publication in PURE
Wolfgang Maass Probing Real Sensory Worlds of Receivers with Unsupervised Clustering PLoS ONE 7, 1-22, 2012 , DOI , Link Show publication in PURE
Franz Aurenhammer On Computing the Convex Hull of (Piecewise) Curved Objects Mathematics in computer science 6, 261-266, 2012 , DOI , Link Show publication in PURE
Conference/Workshop Article
Franz Aurenhammer Exact medial axis computation for triangulated solids with respect to piecewise linear metricsCurves and Surfaces1-27 Show publication in PURE
A study of Morphological Computation by using Probabilistic Inference for Motor PlanningInternational Conference on Morphological Computation Show publication in PURE
Franz Aurenhammer Triangulations with circular arcsGraph Drawing296-307 Show publication in PURE
Exact Medial Axis Computation for Circular Arc BoundariesCurves and Surfaces 201028-42 Show publication in PURE
Wolfgang Maass Liquid Computing in a Simplified Model of Cortical Layer IV: Learning to Balance a BallLecture Notes in Computer Science209-216 , Link Show publication in PURE
Franz Aurenhammer On triangulation axes of polygonsProc. 28th European Workshop on Computational Geometry EUROCG'2012125-128 Show publication in PURE
Other Article
Wolfgang Maass Emergence of Hidden Markov Models through STDP in Networks of Spiking Neurons Show publication in PURE
Robert Legenstein and Wolfgang Maass Spikes as temporal beliefs and the optimal temporal integration of uncertain information in networks of spiking neurons Show publication in PURE
Robert Legenstein and Wolfgang Maass Improved feature extraction by pyramidal cells through relaxed lateral inhibition , Link Show publication in PURE
2011
Book Chapter
Wolfgang Maass Motivation, theory, and applications of liquid state machinesComputability in Context: Computation and Logic in the Real World275-296 Show publication in PURE
Journal Article
Robert Legenstein and Wolfgang Maass Branch-specific plasticity enables self-organization of nonlinear computation in single neurons The journal of neuroscience 31, 10787-10802, 2011 , Link Show publication in PURE
Franz Aurenhammer Computational and structural advantages of circular boundary representation International Journal of Computational Geometry and Applications 21, 47-69, 2011 , DOI Show publication in PURE
Wolfgang Maass Towards a theoretical foundation for morphological computation with compliant bodies Biological Cybernetics 105, 355-370, 2011 , Link Show publication in PURE
Wolfgang Maass Neural Dynamics as Sampling: A Model for Stochastic Computation in Recurrent Networks of Spiking Neurons PLoS Computational Biology 7, e1002211-e1002211, 2011 , DOI , Link Show publication in PURE
Wolfgang Maass Statistical Comparison of Spike Responses to Natural Stimuli in Monkey Area V1 With Simulated Responses of a Detailed Laminar Network Model for a Patch of V1 Journal of neurophysiology 105, 757-778, 2011 , DOI , Link Show publication in PURE
Wolfgang Maass Biologically Inspired Kinematic Synergies Enable Linear Balance Control of a Humanoid Robot Biological Cybernetics 104, 235-249, 2011 , DOI , Link Show publication in PURE
Wolfgang Maass Probabilistic inference in general graphical models through sampling in stochastic networks of spiking neurons. PLoS Computational Biology 7, 1-25, 2011 , DOI , Link Show publication in PURE
Conference/Workshop Article
Robert Legenstein Dendritic computation could support probabilistic inference in networks of spiking neuronsAbstracts Annual Meeting1-1 Show publication in PURE
Robert Legenstein and Wolfgang Maass Eliminating the teacher in reservoir computingProceedings of the 2nd International Conference on Morphological Computation32-32 , Link Show publication in PURE
Exact medial axis computation of triangulated solid for piecewise linear metricsSpringer LNCS 69201-27 Show publication in PURE
Thesis
Computation and Learning in Biological Networks of Neurons: Theoretical Analysis, Computer Simulations, and Analysis of Experimental Data Show publication in PURE
The medial axis of geometric objects for various convex metrics Show publication in PURE
Other Article
Moving a robot arm by exploiting its complex compliant morphology , Link Show publication in PURE
Long range coupling in theta between V4 and prefrontal cortex predicts visual memory performance Show publication in PURE
Wolfgang Maass Emergence of Optimal Population Decoding through STDP Show publication in PURE
Robert Legenstein and Wolfgang Maass Dendritic computation could support probabilistic inference in networks of spiking neurons , Link Show publication in PURE
Robert Legenstein and Wolfgang Maass Self-organization of nonlinear neural computation through synaptic plasticity in dendritic branches Show publication in PURE
2010
Journal Article
Connectivity reflects Coding: a model of voltage-based STDP with homeostasis Nature Neuroscience 13, 344-352, 2010 , DOI Show publication in PURE
Wolfgang Maass Reward-modulated Hebbian Learning of Decision Making Neural computation 22, 1399-1444, 2010 , DOI Show publication in PURE
Wolfgang Maass Das Gehirn als Teich, in den man Steine wirft Der Standard , 16-16, 2010 Show publication in PURE
Wolfgang Maass Zeitsprung in der Schüssel Kleine Zeitung / Stadtausgabe , 1-1, 2010 Show publication in PURE
Wolfgang Maass Hirnforschung - Prothesen für Gelähmte Der Standard , 13-13, 2010 Show publication in PURE
Wolfgang Maass Die Nerven und ihre Erinnerung Die Presse , 23-23, 2010 Show publication in PURE
Wolfgang Maass A Spiking Neuron as Information Bottleneck Neural computation 22, 1961-1992, 2010 , DOI Show publication in PURE
Robert Legenstein Reinforcement learning on slow features of high-dimensional input streams PLoS Computational Biology 6, e1000894-e1000894, 2010 , Link Show publication in PURE
Wolfgang Maass Compensating inhomogeneities of neuromorphic VLSI devices via short-term synaptic plasticity Frontiers in Computational Neuroscience , 1-12, 2010 , DOI , Link Show publication in PURE
Wolfgang Maass A theoretical basis for emergent pattern discrimination in neural systems through slow feature extraction Neural computation 22, 2979-3035, 2010 , DOI , Link Show publication in PURE
Franz Aurenhammer Divide-and conquer for Voronoi diagrams revisited Computational Geometry 43, 688-699, 2010 , DOI Show publication in PURE
Robert Legenstein Connectivity, Dynamics, and Memory in Reservoir Computing with Binary and Analog Neurons Neural computation 22, 1272-1311, 2010 , DOI Show publication in PURE
Robert Legenstein and Wolfgang Maass A reward-modulated Hebbian learning rule can explain experimentally observed network reorganization in a brain control task The journal of neuroscience 30, 8400-8410, 2010 Show publication in PURE
Directed coupling in local field potentials of Macaque V4 during visual short-term memory revealed by multivariate autoregressive models Frontiers in Computational Neuroscience , 1-13, 2010 , DOI , Link Show publication in PURE
Conference/Workshop Article
Robert Legenstein Combining predictions for accurate recommender systemsProceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining693-702 Show publication in PURE
Simulator-like exploration of cortical network architectures with a mixed-signal VLSI systemCircuits and Systems (ISCAS), Proceedings of 2010 IEEE International Symposium on2784-2787 , Link Show publication in PURE
Robert Legenstein Functional network reorganization in motor cortex can be explained by reward-modulated Hebbian learningProc. of NIPS 2009, Advances in Neural Information Processing Systems1105-1113 Show publication in PURE
Wolfgang Maass STDP enables spiking neurons to detect hidden causes of their inputsProc. of Advances in Neural Information Processing Systems (NIPS)1357-1365 , Link Show publication in PURE
Franz Aurenhammer Arc TriangulationsProceedings of the 26th European Workshop on Computational Geometry17-20 Show publication in PURE
Wolfgang Maass Replacing supervised classification learning with Slow Feature Analysis in spiking neural networksAdvances in Neural Information Processing Systems988-996 , Link Show publication in PURE
Franz Aurenhammer 3-Colorability of pseudo-triangulationsCollection of Abstracts of the 26th European Workshop on Computational Geometry 201021-24 Show publication in PURE
Franz Aurenhammer Straight skeletons for binary shapesComputer Vision and Pattern Recognition Workshops (CVPRW)9-16 Show publication in PURE
Other Article
Reward-modulated Hebbian learning is able to induce coherent patterns of activity and simple memory functions in initially chaotic recurrent neural networks Show publication in PURE
Oscillatory neuronal synchronization between prefrontal and extrastriate visual cortex during visual memory Show publication in PURE
Wolfgang Maass Emergence of Bayesian computation in generic motifs of cortical microcircuits Show publication in PURE
2009
Journal Article
Franz Aurenhammer On minimum weight pseudo-triangulations Computational Geometry 42, 627-631, 2009 Show publication in PURE
Wolfgang Maass Belief-propagation in networks of spiking neurons Neural computation 21, 2502-2523, 2009 Show publication in PURE
Robert Legenstein and Wolfgang Maass Spiking neurons can learn to solve information bottleneck problems and to extract independent components Neural computation 21, 911-959, 2009 Show publication in PURE
Wolfgang Maass Blick zurück Die Presse , ??-??, 2009 Show publication in PURE
Wolfgang Maass Durch die Brille der Vergangenheit Wiener Zeitung , 8-8, 2009 Show publication in PURE
Wolfgang Maass Blick durch die Brille Der Standard , ??-??, 2009 Show publication in PURE
Franz Aurenhammer Medial axis computation for planar free-form shapes Computer-aided design 41, 339-349, 2009 , DOI , Link Show publication in PURE
Wolfgang Maass State-dependent computations: Spatiotemporal processing in cortical networks Nature reviews / Neuroscience 10, 113-125, 2009 , DOI Show publication in PURE
Wolfgang Maass Motif distribution, dynamical properties, and computational performance of two data-based cortical microcircuit templates Journal of physiology Paris 103, 73-87, 2009 , DOI Show publication in PURE
Wolfgang Maass Distributed fading memory for stimulus properties in the primary visual cortex PLoS biology 7, 1-19, 2009 , DOI Show publication in PURE
Franz Aurenhammer Small weak epsilon nets Computational Geometry 42, 455-462, 2009 , DOI Show publication in PURE
PCSIM: A Parallel Simulation Environment for Neural Circuits Fully Integrated with Python Frontiers in Neuroinformatics 3, ---, 2009 , DOI , Link Show publication in PURE
Conference/Workshop Article
Wolfgang Maass Hebbian learning of Bayes optimal decisionsAdvances in neural information processing systems 211169-1176 Show publication in PURE
Wolfgang Maass Learning Complex Motions by Sequencing Simpler Motion TemplatesProceedings of the Twenty-Sixth International Conference on Machine Learning (ICML 2009)753-761 , Link Show publication in PURE
Franz Aurenhammer Divide-and-conquer for voronoi diagrams revisitedCollection of Abstracts of the 25th European Workshop on Computational Geometry 2009293-296 Show publication in PURE
Robert Legenstein On Computational Power and the Order-Chaos Phase Transition in Reservoir ComputingAnnual Conference on Neural Information Processing Systems Show publication in PURE
Franz Aurenhammer Recovering structure from r-sampled objectsSymposium on Geometry Processing 20091349-1360 Show publication in PURE
Franz Aurenhammer Two-convex polygonsProc. 25th European Workshop on Computational Geometry EuroCG '09117-120 Show publication in PURE
Franz Aurenhammer Lower and upper bounds on the number of empty cylinders and ellipsoidsCollection of Abstracts of the 25th European Workshop on Computational Geometry 2009139-142 Show publication in PURE
Motifs, algebraic connectivity and computational performance of two data- based cortical circuit templatesInternational Workshop on Computational Systems Biology83-86 , Link Show publication in PURE
Franz Aurenhammer Divide-and-conquer for voronoi diagrams revisitedProceedings of the Twenty-Fifth Annual Symposium on Computational Geometry (SCG '09)189-197 Show publication in PURE
Thesis
Robert Legenstein Computation and Learning in Neural Systems Show publication in PURE
Learning to move a robot arm by exploiting it’s morphological structure Show publication in PURE
Other Article
Robert Legenstein and Wolfgang Maass An integrated learning rule for branch strength potentiation and STDP Show publication in PURE
Wolfgang Maass STDP performs stochastic EM to reveal the hidden causes of spatiotemporal spiking patterns , Link Show publication in PURE
Wolfgang Maass Long range coupling between V4 and PF in theta band during visual short-term memory , Link Show publication in PURE
Replacing supervised classification learning with Slow Feature Analysis in spiking neural networks , Link Show publication in PURE
Robert Legenstein and Wolfgang Maass Functional network reorganization in motor cortex can be explained by reward-modulated Hebbian learning Show publication in PURE
Wolfgang Maass STDP enables spiking neurons to detect hidden causes of their inputs , Link Show publication in PURE
Robert Legenstein Reinforcement learning on complex visual stimuli Show publication in PURE
Robert Legenstein Slowness in hierarchical networks for visual processing Show publication in PURE
Wolfgang Maass Integration of stimulus history in information conveyed by neurons in primary auditory cortex in response to tone sequences Show publication in PURE
2008
Book Chapter
Franz Aurenhammer Optimal triangulationsEncyclopedia of Optimization2757-2764 Show publication in PURE
Journal Article
Tag-Trigger-Consolidation: A Model of Early and Late Long-Term-Potentiation and Depression PLoS Computational Biology 4, e1000248-e1000248, 2008 , DOI , Link Show publication in PURE
Wolfgang Maass Inferring spike trains from local field potentials Journal of neurophysiology 99, 1461-1476, 2008 , DOI Show publication in PURE
Phase-of-Firing Coding of Natural Visual Stimuli in Primary Visual Cortex Current biology 18, 375-380, 2008 , DOI , Link Show publication in PURE
Batch-Mode Reinforcement Learning for Continuous State Spaces: A Survey ÖGAI-Journal 27, 1-1, 2008 , Link Show publication in PURE
Franz Aurenhammer Matching edges and faces in polygonal partitions Computational Geometry 39, 134-141, 2008 , DOI Show publication in PURE
Robert Legenstein and Wolfgang Maass A learning theory for reward-modulated spike-timing-dependent plasticity with application to biofeedback PLoS Computational Biology 4, 1-27, 2008 Show publication in PURE
Robert Legenstein and Wolfgang Maass On the classification capability of sign-constrained perceptrons Neural computation 20, 208-309, 2008 Show publication in PURE
Conference/Workshop Article
Franz Aurenhammer Computing convex quadrangulationsProceedings of International Symposium on Voronoi Diagrams in Science and Engineering 2008 Show publication in PURE
Robert Legenstein Improved neighborhood-based algorithms for large-scale recommender systemsKDD-Cup and Workshop. ACM, 2008 Show publication in PURE
Robert Legenstein and Wolfgang Maass A model for learning effects in motor cortex that may facilitate the brain control of neuroprosthetic devices2008 Neuroscience Meeting Planner, Online Show publication in PURE
"underground sounds": Experimenting with the sounds of earthquakesProceedings of the International Computer Music Conference0-0 , Link Show publication in PURE
Sonic Explorations with Earthquake DataProceedings of the 14th International Conference on Auditory Display, Paris, France, June 24-27, 20080-0 , Link Show publication in PURE
Wolfgang Maass Simplified rules and theoretical analysis for information bottleneck optimization and PCA with spiking neuronsProc. of NIPS 2007, Advances in Neural Information Processing Systems , Link Show publication in PURE
Fitted Q-Iteration by Advantage Weighted RegressionAdvances in Neural Information Processing Systems 22 (NIPS 2008) , Link Show publication in PURE
Robert Legenstein and Wolfgang Maass Theoretical analysis of learning with reward-modulated spike-timing-dependent plasticityProc. of NIPS 2007, Advances in Neural Information Processing Systems , Link Show publication in PURE
Franz Aurenhammer Seed Polytopes for Incremental ApproximationCollection of Abstracts of the 24th European Workshop on Computational Geometry 200813-16 Show publication in PURE
Thesis
Extraction of information about the behavioral state of monkeys from neuronal recordings with methods from machine learning Show publication in PURE
Self-Stabilizing Network Architectures on a Neuromorphic Hardware System , Link Show publication in PURE
Other Article
A unified voltage-based model for STDP, LTP and LTD Show publication in PURE
Wolfgang Maass Hebbian Learning of Bayes Optimal Decisions Show publication in PURE
Robert Legenstein On Computational Power and the Order-Chaos Phase Transition in Reservoir Computing Show publication in PURE
Wolfgang Maass A Hebbian Learning Rule for Optimal Decision Making Show publication in PURE
Wolfgang Maass Motif distribution, dynamical properties, and computational performance of two data-based cortical microcircuit templates Show publication in PURE
2007
Book Chapter
Robert Legenstein and Wolfgang Maass What makes a dynamical system computationally powerful?New Directions in Statistical Signal Processing: From Systems to Brain127-154 , Link Show publication in PURE
Journal Article
Wolfgang Maass Self-tuning of neural circuits through short-term synaptic plasticity Journal of neurophysiology 97, 4079-4095, 2007 , DOI Show publication in PURE
Franz Aurenhammer Pre-triangulations and liftable complexes Discrete & Computational Geometry 38, 701-725, 2007 Show publication in PURE
Spike-Frequency Adapting Neural Ensembles: Beyond Mean Adaptation and Renewal Theories Neural computation 19, 2958-3010, 2007 Show publication in PURE
Franz Aurenhammer Weighted skeletons and fixed-share decomposition Computational Geometry 40, 93-101, 2007 Show publication in PURE
Franz Aurenhammer Connecting colored point sets Discrete Applied Mathematics 155, 271-278, 2007 Show publication in PURE
Wolfgang Maass A statistical analysis of information processing properties of lamina-specific cortical microcircuit models. Cerebral Cortex 17, 149-162, 2007 , Link Show publication in PURE
From memory based decisions to decision based movements: A model of interval discrimination followed by action selection Neural networks 20, 298-311, 2007 , DOI Show publication in PURE
Franz Aurenhammer Gray Code Enumeration of Plane Straight Line Graphs Graphs and Combinatorics 23, 467-479, 2007 Show publication in PURE
Wolfgang Maass Introduction to the special issue on echo state networks and liquid state machines Neural networks 20, 287-289, 2007 , DOI Show publication in PURE
Wolfgang Maass Computational aspects of feedback in neural circuits PLoS Computational Biology 3, 1-20, 2007 , Link Show publication in PURE
Robert Legenstein and Wolfgang Maass Edge of Chaos and Prediction of Computational Performance for Neural Circuit Models Neural networks 20, 323-333, 2007 Show publication in PURE
Conference/Workshop Article
Wolfgang Maass Liquid computingProceeding of the Conference CiE'07 Show publication in PURE
Franz Aurenhammer Approximating Boundary-Triangulated Objects with BallsCollection of Abstracts of the 23rd European Workshop on Computational Geometry130-133 , Link Show publication in PURE
A kernel method for the two-sample-problemAdvances in neural information processing systems 19513-520 , Link Show publication in PURE
Wolfgang Maass Temporal dynamics of information content carried by neurons in the primary visual cortexAdvances in Neural Information Processing Systems1041-1048 , Link Show publication in PURE
Robert Legenstein and Wolfgang Maass Information Bottleneck Optimization and Independent Component Extraction with Spiking NeuronsAdvances in Neural Information Processing Systems713-720 , Link Show publication in PURE
Franz Aurenhammer Computational and structural advantages of circular boundary representationInternational Workshop on Algorithms and Data Structures374-385 Show publication in PURE
Wolfgang Maass Efficient Continuous-Time Reinforcement Learning with Adaptive State GraphsProceedings of the 18th European Conference on Machine Learning (ECML) Show publication in PURE
Franz Aurenhammer On (pointed) minimum weight pseudo-triangulationsCanadian Conference on Computational Geometry209-212 Show publication in PURE
Franz Aurenhammer Voronoi diagrams for oriented spheresProc. ISVD'07: 4th Int. Conf. Voronoi Diagrams in Science and Engineering33-37 Show publication in PURE
Wolfgang Maass Biologically inspired kinematic synergies provide a new paradigm for balance control of humanoid robotsProceedings of the IEEE-RAS 7th International Conference on Humanoid Robots (Humanoids 2007) Show publication in PURE
Other Article
Wolfgang Maass Self-tuning of neural circuits through short-term synaptic plasticity Show publication in PURE
Wolfgang Maass Superposition of information in large ensembles of neurons in primary visual cortex. Show publication in PURE
Robert Legenstein Theoretical analysis of learning with reward-modulated spike-timing-dependent plasticity Show publication in PURE
Franz Aurenhammer Approximating boundary-triangulated objects with balls Show publication in PURE
Simplified rules and theoretical analysis for information bottleneck optimization and PCA with spiking neurons Show publication in PURE
Franz Aurenhammer Computational and structural advantages of circular boundary representation Show publication in PURE
Franz Aurenhammer On (pointed) minimum weight pseudo-triangulations Show publication in PURE
Franz Aurenhammer Voronoi diagrams for oriented spheres Show publication in PURE
2006
Book
Franz Aurenhammer Connecting colored point sets Show publication in PURE
Franz Aurenhammer Pseudo-simplicial complexes from maximal locally convex functions Show publication in PURE
Franz Aurenhammer Farthest line segment Voronoi diagrams Show publication in PURE
Franz Aurenhammer Approximating boundary-triangulated objects with balls Show publication in PURE
Franz Aurenhammer Computational and structural advantages of circular boundary representation Show publication in PURE
Franz Aurenhammer Voronoi diagrams for oriented spheres Show publication in PURE
Franz Aurenhammer Transforming spanning trees and pseudo-triangulations Show publication in PURE
Journal Article
Resonant quantum dynamics of neutral spin-1 particles in a magnetic guide Physical review / A , 53609-1-53609-9, 2006 , DOI , Link Show publication in PURE
Franz Aurenhammer Farthest line segment Voronoi diagrams Information Processing Letters 100, 220-225, 2006 Show publication in PURE
Wolfgang Maass On the computational power of threshold circuits with sparse activity Neural computation 18, 2995-3008, 2006 , Link Show publication in PURE
Peter Auer Generic Object Recognition with Boosting IEEE Transactions on Pattern Analysis and Machine Intelligence 28, 416-431, 2006 Show publication in PURE
Franz Aurenhammer On the crossing number of complete graphs Computing <Wien> 76, 165-176, 2006 Show publication in PURE
Wolfgang Maass Book review of "Imitation of life: how biology is inspiring computing" by Nancy Forbes Pattern analysis and applications 8, 390-391, 2006 , Link Show publication in PURE
Franz Aurenhammer Pseudo-simplicial complexes from maximal locally convex functions Discrete & Computational Geometry 35, 201-221, 2006 , Link Show publication in PURE
Franz Aurenhammer Transforming spanning trees and pseudo-triangulations Information Processing Letters 97, 19-22, 2006 , Link Show publication in PURE
Integrating structured biological data by Kernel Maximum Mean Discrepancy Bioinformatics 22, e49-e57, 2006 , Link Show publication in PURE
Wolfgang Maass A model for the interaction of oscillations and pattern generation with real-time computing in generic neural microcircuit models Neural networks 19, 600-609, 2006 , Link Show publication in PURE
Conference/Workshop Article
Modeling working memory and decision making using generic neural microcircuitsArtificial Neural Networks -- ICANN 2006515-524 , Link Show publication in PURE
Franz Aurenhammer Gray code enumeration of plane straight-line graphsEuropean Workshop on Computational Geometry71-74 , Link Show publication in PURE
Wolfgang Maass UPs and DOWNs in cortical computationMicrocircuits: The Interface between Neurons and Global Brain Frunction393-433 , Link Show publication in PURE
Wolfgang Maass Theory of the computational function of microcircuit dynamicsMicrocircuits: The Interface between Neurons and Global Brain Frunction371-390 , Link Show publication in PURE
Audio-Visual Feature Extraction for Semi-Automatic Annotation of Meetings,Proc. of MMSP 2006999-999 Show publication in PURE
Wolfgang Maass Energy complexity and entropy of threshold circuitsAutomata, languages and programming631-642 , Link Show publication in PURE
Noise Cancellation Frontends for Automatic Meeting TranscriptionProc. Euronoise'06999-999 Show publication in PURE
Wolfgang Maass Principles of real-time computing with feedback applied to cortical microcircuit modelsAdvances in Neural Information Processing Systems835-842 , Link Show publication in PURE
Robert Legenstein and Wolfgang Maass A criterion for the convergence of learning with spike timing dependent plasticityAdvances in Neural Information Processing Systems763-770 , Link Show publication in PURE
Franz Aurenhammer Pre-triangulations and liftable complexesProceedings of the Twenty-Second Annual Symposium on Computational Geometry (SCG '06)282-291 Show publication in PURE
Thesis
Extracting Statistically Independent Components with a Generalized BCM Rule for Spiking Neurons Show publication in PURE
Other Article
Wolfgang Maass Computational consequences of lamina-specific structure in cortical microcircuit models Show publication in PURE
Robert Legenstein and Wolfgang Maass Extracting Independent Components with Spiking Neurons Show publication in PURE
Wolfgang Maass Computational consequences of lamina-specific structure in cortical microcircuit models. Show publication in PURE
Robert Legenstein and Wolfgang Maass Information Bottleneck Optimization and Independent Component Extraction with Spiking Neurons , Link Show publication in PURE
Robert Legenstein Analysis of Neural Microcircuits on the Systems Level Show publication in PURE
2005
Journal Article
Travelling wave patterns in a model for the spinal pattern generator using spiking neurons Biological Cybernetics 92, 206-218, 2005 , DOI , Link Show publication in PURE
Movement generation with circuits of spiking neurons Neural computation 17, 1715-1738, 2005 Show publication in PURE
Robert Legenstein and Wolfgang Maass What can a neuron learn with spike-timing-dependent plasticity? Neural computation 17, 2337-2382, 2005 , Link Show publication in PURE
Robert Legenstein and Wolfgang Maass Wire length as a circuit complexity measure Journal of computer and system sciences 70, 53-72, 2005 , Link Show publication in PURE
Wolfgang Maass Dynamics of information and emergent computation in generic neural microcircuit models Neural networks , 1301-1308, 2005 , Link Show publication in PURE
Conference/Workshop Article
Towards the modeling of dissociated cortical tissue in the liquid state machine frameworkProceedings of the International Joint Conference on Neural Networks (IJCNN) 2005 / Vol. 42179-2183 , Link Show publication in PURE
Franz Aurenhammer Matching edges and faces in polygonal partitionsProc. 17th Canadian Conference on Computational Geometry CCCG '05123-126 , Link Show publication in PURE
Movement Prediction from real-world Images using a Liquid State MachineInnovations in Applied Artificial Intelligence121-130 Show publication in PURE
Franz Aurenhammer Pre-triangulations: A generalization of Delaunay triangulations and flips2nd CFP for VD2005235-235 , Link Show publication in PURE
Robert Legenstein At the edge of chaos: Real-time computations and self-organized criticality in recurrent neural networksAdvances in Neural Information Processing Systems145-152 , Link Show publication in PURE
Predicting Text Relevance from Sequential Reading BehaviorNIPS Workshop on Machine Learning for Implicit Feedback and User Modeling1-6 , Link Show publication in PURE
Franz Aurenhammer Transforming spanning trees and pseudo-triangulationsProc. 21th European Workshop on Computational Geometry EuroCG '0581-84 , Link Show publication in PURE
Franz Aurenhammer Small weak epsilon netsProc. 17th Canadian Conference on Computational Geometry CCCG '0551-54 , Link Show publication in PURE
Robert Legenstein and Wolfgang Maass Methods for estimating the computational power and generalization capability of neural microcircuitsAdvances in Neural Information Processing Systems865-872 , Link Show publication in PURE
Franz Aurenhammer Pseudo-tetrahedral complexesProc. 21th European Workshop on Computational Geometry EuroCG '0585-88 , Link Show publication in PURE
Other Article
Wolfgang Maass Principles of real-time computing with feedback applied to cortical microcircuit models Show publication in PURE
Robert Legenstein A criterion for the convergence of learning with spike timing dependent plasticity Show publication in PURE
Reinforcement Learning of Strategies for Settlers of Catan , Link Show publication in PURE
Robert Legenstein Real-time computations and self organized criticality in recurrent neural networks Show publication in PURE
Wolfgang Maass Computational consequences of lamina-specific structure in cortical microcircuit models Show publication in PURE
2004
Book
Peter Auer Generic object recognition with boosting Show publication in PURE
Book Chapter
Wolfgang Maass Computational models for generic cortical microcircuitsComputational Neuroscience: A Comprehensive Approach575-605 , Link Show publication in PURE
Journal Article
Franz Aurenhammer Convexity minimizes pseudo-triangulations Computational Geometry 28, 3-10, 2004 Show publication in PURE
Franz Aurenhammer Quickest paths, straight skeletons, and the city Voronoi diagram Discrete & Computational Geometry 31, 17-35, 2004 Show publication in PURE
Wolfgang Maass Coding and learning of behavioral sequences Trends in neurosciences 27, 11-14, 2004 , Link Show publication in PURE
Real-time computation at the edge of chaos in recurrent neural networks. Neural computation 16, 1413-1436, 2004 Show publication in PURE
Machine Learning Applications in Computer Games ÖGAI-Journal 23, 4-7, 2004 Show publication in PURE
Wolfgang Maass On the computational power of recurrent circuits of spiking neurons Journal of computer and system sciences 69, 593-616, 2004 , Link Show publication in PURE
Conference/Workshop Article
Triangulations without pointed spanning trees - extended abstractProc. 20th European Workshop on Computational Geometry EWCG'04221-224 Show publication in PURE
Reinforcement Learning of Strategies for Settlers of CatanInternational Conference on Computer Games: Artificial Intelligence, Design and Education 2004384-388 , Link Show publication in PURE
Peter Auer Object recognition using segmentation for feature detectionWorkshop of the Austrian Association for Pattern Recognition103-110 Show publication in PURE
Focused Multimedia Crawling - Distributed Evaluation FrameworkControl, Communication and Network Systems, Technologies and Applications34-37 Show publication in PURE
Wolfgang Maass Movement generation and control with generic neural microcircuits1st International Workshop on Biologically Inspired Approaches to Advanced Information Technology258-273 , Link Show publication in PURE
Wolfgang Maass Information dynamics and emergent computation in recurrent circuits of spiking neuronsAnnual Conference on Neural Information Processing Systems1255-1262 , Link Show publication in PURE
Other Article
Robert Legenstein Methods of Estimating the Computational Power and Generalization Capability of Neural Microcircuits Show publication in PURE
2003
Book Chapter
Wolfgang Maass Vapnik-Chervonenkis dimension of neural netsThe Handbook of Brain Theory and Neural Networks1188-1192 , Link Show publication in PURE
Wolfgang Maass Computer models and analysis tools for neural microcircuitsNeuroscience Databases. A Practical Guide123-138 , Link Show publication in PURE
Wolfgang Maass Temporal integration in recurrent microcircuitsThe Handbook of Brain Theory and Neural Networks1159-1163 , Link Show publication in PURE
Wolfgang Maass Computation with spiking neuronsThe Handbook of Brain Theory and Neural Networks1080-1083 , Link Show publication in PURE
Journal Article
Robert Legenstein and Wolfgang Maass Input prediction and autonomous movement analysis in recurrent circuit of spiking neurons Reviews in the neurosciences 14, 5-19, 2003 , Link Show publication in PURE
Franz Aurenhammer Pseudo-triangulations from surfaces and a novel type of edge flip SIAM Journal on Computing 32, 1621-1653, 2003 , Link Show publication in PURE
Franz Aurenhammer Towards compatible triangulations Theoretical Computer Science 296, 3-13, 2003 , Link Show publication in PURE
Wolfgang Maass Perspectives of the high dimensional dynamics of neural microcircuits from the point of view of low dimensional readouts Complexity 8, 39-50, 2003 , Link Show publication in PURE
Conference/Workshop Article
Franz Aurenhammer Pseudo-simplices and their derivationVoronoi Conference on Analytic Number Theory and Spatial Tesselations11-11 , Link Show publication in PURE
Wolfgang Maass A model for real-time computation in generic neural microcircuitsAdvances in Neural Information Processing Systems ; 15229-236 , Link Show publication in PURE
Peter Auer InfoSky: Visual Exploration of Large Hierarchical Document RepositoriesProc. HCI International 2003 ; Vol. 31268-1272 Show publication in PURE
Geometric games on triangulationsProc. 19th European Workshop on Computational Geometry CG'0389-92 , Link Show publication in PURE
Franz Aurenhammer Spatial Embedding of Pseudo-TriangulationsProceedings of the Nineteenth Annual Symposium on Computational Geometry (SCG '03)144-153 Show publication in PURE
Thesis
Machine Learning Application in Computer Games Show publication in PURE
Order types of point sets in the plane Show publication in PURE
2002
Book
Franz Aurenhammer Progress on rectilinear crossing numbers Show publication in PURE
Journal Article
Franz Aurenhammer Voronoi diagrams - computational geometry's favorite Telematik 8, 7-11, 2002 Show publication in PURE
Peter Auer The InfoSky Visual Explorer: Exploiting Hierarchical Structure and Document Similarities Information Visualization 1, 166-181, 2002 , DOI Show publication in PURE
Franz Aurenhammer Evolution strategy and hierarchical clustering IEEE Transactions on Magnetics 38, 1041-1044, 2002 Show publication in PURE
Franz Aurenhammer Points and combinatorics Telematik 8, 12-17, 2002 Show publication in PURE
Conference/Workshop Article
Franz Aurenhammer Quickest paths, straight skeletons, and the city Voronoi diagramACM Symposium on Computational Geometry151-159 Show publication in PURE
Peter Auer InfoSky: Eine neue Technologie zur Erforschung großer, hierarchischer WissensräumeProceedings KnowTech 2002 , Link Show publication in PURE
Wolfgang Maass Autonomous fast learning in a mobile robotSensor Based Intelligent Robots. International Workshop, Dagstuhl, 2000, Selected Revised Papers345-356 Show publication in PURE
Thesis
Robert Legenstein The wire-length complexity of neural networks Show publication in PURE
Other Article
Simplified rules and theoretical analysis for information bottleneck optimization and PCA with spiking neurons Show publication in PURE
2001
Journal Article
Franz Aurenhammer Generalized self-approaching curves Discrete Applied Mathematics 109, 3-24, 2001 Show publication in PURE
Conference/Workshop Article
Franz Aurenhammer Towards Compatible TriangulationsComputing and combinatorics101-110 , Link Show publication in PURE
Franz Aurenhammer Enumerating order types for small point sets with applicationsACM Symposium on Computational Geometry11-18 Show publication in PURE
Franz Aurenhammer Evolution Strategy and Hierarchical ClusteringConference on the Computation of Electromagnetic Fields?-? Show publication in PURE
Other Article
Wolfgang Maass Readout neurons in neural microcircuits , Link Show publication in PURE
Wolfgang Maass Evolution of internal states of neural microcircuits , Link Show publication in PURE
2000
Journal Article
Oliver Friedl and Wolfgang Maass Konstruktion von Lernfähigen Robotern im Studentenwettbewerb "Robotik 2000" an der Technischen Universität Graz Telematik , 20-24, 2000 Show publication in PURE
Conference/Workshop Article
Franz Aurenhammer Niching evolution strategy with cluster algorithmsBiennial IEEE Conference on Electromagnetic Field Computation?-? Show publication in PURE
Franz Aurenhammer Edge Operations on Non-Crossing Spanning TreesEuropean Workshop on Computational Geometry121-125 Show publication in PURE
1999
Journal Article
Franz Aurenhammer Skew Voronoi diagrams International Journal of Computational Geometry and Applications 9, 235-247, 1999 , DOI Show publication in PURE
Franz Aurenhammer New results on MWT subgraphs Information Processing Letters 69, 215-219, 1999 Show publication in PURE
Thesis
Robert Legenstein Effizientes Layout von Neuronalen Netzen Show publication in PURE
1998
Journal Article
Franz Aurenhammer Constant-level greedy triangulations approximate the MWT well Journal of combinatorial optimization 2, 361-369, 1998 Show publication in PURE
Conference/Workshop Article
Franz Aurenhammer Generalized self-approaching curvesEuropean Workshop on Computational Geometry15-18 Show publication in PURE
Franz Aurenhammer Straight skeletons for general polygonal figures in the planeVoronoi's impact of modern sciences / Vol. 27-21 Show publication in PURE
Franz Aurenhammer Generalized self-approaching curvesAlgorithms and computation317-326 , Link Show publication in PURE
1997
Conference/Workshop Article
Franz Aurenhammer New results on minimum-weight triangulations and the LMT skeletonEuropean Workshop on Computational Geometry4-6 Show publication in PURE
1996
Journal Article
Franz Aurenhammer Triangulations intersect nicely Discrete & Computational Geometry 16, 339-359, 1996 Show publication in PURE
Conference/Workshop Article
Franz Aurenhammer Straight skeletons for general polygonal figures2nd Ann. Int'l. Computing and Combinatorics Conf. COCOON'96117-126 Show publication in PURE
Franz Aurenhammer Straight skeletons for general polygonal figures in the planeComputing and combinatorics117-126 Show publication in PURE
Franz Aurenhammer New greedy triangulation algorithmsEuropean Workshop on Computational Geometry11-14 Show publication in PURE
Franz Aurenhammer Constant-level greedy triangulations approximate the MWT wellOperations research and its applications309-318 Show publication in PURE
1995
Book
Franz Aurenhammer Optimal graph orientation with storage applications Show publication in PURE
Franz Aurenhammer Straight skeletons for general polygonal figures Show publication in PURE
Journal Article
Franz Aurenhammer A novel type of skeleton for polygons Journal of Universal Computer Science 1, 752-761, 1995 Show publication in PURE
Conference/Workshop Article
Franz Aurenhammer Straight skeletons of simple polygonsLIESMARS114-124 Show publication in PURE
1994
Journal Article
Franz Aurenhammer Faster isometric embedding in products of complete graphs Discrete Applied Mathematics 52, 17-28, 1994 , Link Show publication in PURE
Conference/Workshop Article
Franz Aurenhammer Classifying hyperplanes in hypercubesEuropean Workshop on Computational Geometry53-57 Show publication in PURE
Other Article
Franz Aurenhammer Classifying hyperplanes in hypercubes Show publication in PURE
1993
Journal Article
Franz Aurenhammer Voronoi diagrams - a survey of a fundamental geometric data structure ACM Computing Surveys , 131-185, 1993 Show publication in PURE
Conference/Workshop Article
Franz Aurenhammer Geometric clustering and Voronoi-type partitionsSystem Modelling and Optimization93-94 Show publication in PURE
1992
Book
Franz Aurenhammer Minkowski-type theorems and least-squares partitioning Show publication in PURE
Journal Article
Franz Aurenhammer Computing equivalence classes among the edges of a graph with applications Discrete Mathematics 109, 3-12, 1992 , DOI Show publication in PURE
Franz Aurenhammer A simple on-line randomized incremental algorithm for computing higher order Voronoi diagrams International Journal of Computational Geometry and Applications 2, 363-381, 1992 , DOI Show publication in PURE
Franz Aurenhammer Cartesian graph factorization at logarithmic cost per edge Computational complexity 2, 331-349, 1992 , DOI Show publication in PURE
Franz Aurenhammer Searching for segments with largest relative operlap Information Processing Letters 41, 103-108, 1992 , DOI Show publication in PURE
Conference/Workshop Article
Franz Aurenhammer Least-squares partitioningEuropean Workshop on Computational Geometry55-57 Show publication in PURE
Franz Aurenhammer Searching for sements with largest relative overlapSystem modelling and optimization77-84 Show publication in PURE
Franz Aurenhammer Minkowski-type theorems and least-squares partitioning8th Ann. ACM Symp. Computational Geometry350-357 Show publication in PURE
Other Article
Franz Aurenhammer Least-squares partitioning Show publication in PURE
Franz Aurenhammer Searching for segments with largest relative overlap Show publication in PURE
Franz Aurenhammer Minkowski-type theorems and least-squares partitioning Show publication in PURE
1991
Book
Franz Aurenhammer Searching for segments with largest relative operlap Show publication in PURE
Franz Aurenhammer The post-office problem for fuzzy points sets Show publication in PURE
Franz Aurenhammer A simple on-line randomized incremental algorithm for computing higher order Voronoi diagrams Show publication in PURE
Journal Article
Franz Aurenhammer Using Gale transforms in computational geometry Mathematical Programming 52, 179-190, 1991 Show publication in PURE
Franz Aurenhammer Voronoi diagrams - a survey of a fundamental geometric data structure ACM Computing Surveys 23, 345-405, 1991 Show publication in PURE
Franz Aurenhammer On the peeper's Voronoi diagram SIGACT news 22, 50-59, 1991 Show publication in PURE
Conference/Workshop Article
Franz Aurenhammer The post-office problem for fuzzy point setsComputational geometry - methods, algorithms and applications1-11 Show publication in PURE
Franz Aurenhammer A simple on-line randomized incremental algorithm for computing higher order Voronoi diagramsACM Symposium on Computational Geometry142-151 Show publication in PURE
Franz Aurenhammer Recognizing binary Hamming graphs in O(n²log n) timeGraph-theoretic concepts in computer science90-98 Show publication in PURE
Other Article
Franz Aurenhammer The post-office problem for fuzzy points sets Show publication in PURE
Franz Aurenhammer A simple on-line randomized incremental algorithm for computing higher order Voronoi diagrams Show publication in PURE
Franz Aurenhammer Recognizing binary Hamming graphs in O(n²logn)time Show publication in PURE
1990
Book
Franz Aurenhammer Faster isometric embedding in products of complete graphs Show publication in PURE
Franz Aurenhammer Factoring Cartesian-product graphs at logarithmic cost per edge Show publication in PURE
Franz Aurenhammer Voronoi diagrams - a survey of a fundamental geomtric data structure Show publication in PURE
Journal Article
Franz Aurenhammer A new duality result concerning Voronoi diagrams Discrete & Computational Geometry 5, 243-254, 1990 Show publication in PURE
Franz Aurenhammer A relationship between Gale transforms and Voronoi diagrams Discrete Applied Mathematics 28, 83-91, 1990 Show publication in PURE
Conference/Workshop Article
Franz Aurenhammer Factoring Cartesian-product graphs at logarithmic cost per edgeInteger programming and combinatorial optimization29-44 Show publication in PURE
Franz Aurenhammer Fenster - Voronoi DiagrammeTagunsband DMV Jubiläumstagung52-52 Show publication in PURE
Other Article
Franz Aurenhammer Factoring Cartesian-product graphs at lograithmic cost per edge Show publication in PURE
1989
Book
Franz Aurenhammer Computing equivalence classes among the edges of a graph with applications Show publication in PURE
Conference/Workshop Article
Franz Aurenhammer Computing equivalence classes among the edges of a graph with applicationsInt. Conf. Algebraic Graph Theory11-11 Show publication in PURE
Other Article
Franz Aurenhammer Computing equivalence classes among the edges of a graph with applications Show publication in PURE
1988
Book
Franz Aurenhammer On the peeper's Voronoi diagram Show publication in PURE
Franz Aurenhammer Using Gale transforms in computational geomtry Show publication in PURE
Franz Aurenhammer A relationship between Gale transforms and Voronoi diagrams Show publication in PURE
Journal Article
Franz Aurenhammer Improved algorithms for discs and balls using power diagrams Journal of algorithms 9, 151-161, 1988 Show publication in PURE
Franz Aurenhammer On-line sorting of twisted sequences in linear time BIT - Numerical Mathematics 28, 194-204, 1988 , DOI Show publication in PURE
Franz Aurenhammer Linear combinations from power domains Geometriae dedicata 28, 45-52, 1988 , DOI Show publication in PURE
Franz Aurenhammer Geometric relations among Voronoi diagrams Geometriae dedicata 27, 65-75, 1988 , DOI Show publication in PURE
Conference/Workshop Article
Franz Aurenhammer Algorithmic aspects of Gale transformsInternational Symposium on Mathematical Programming176-176 Show publication in PURE
Franz Aurenhammer Using Gale transforms in computational geometryComputational geometry and its applications202-216 Show publication in PURE
Franz Aurenhammer On-line sorting of twisted sequences in linear timeWorkshop on Computational Geometry and Discrete Algorithms14-14 Show publication in PURE
1987
Book
Franz Aurenhammer Linear combinations from power domains Show publication in PURE
Franz Aurenhammer On-line sorting of twisted sequences in linear time Show publication in PURE
Journal Article
Franz Aurenhammer A criterion for the affine equivalence of cell complexes in Rd and convex polyhedra in Rd+1 Discrete & Computational Geometry 2, 49-64, 1987 Show publication in PURE
Franz Aurenhammer Recognizing polytopical cell complexes and constructing projection ployhedra Journal of symbolic computation 3, 249-255, 1987 Show publication in PURE
Franz Aurenhammer Power diagrams: properties, algorithms and applications SIAM Journal on Computing 16, 78-96, 1987 Show publication in PURE
Conference/Workshop Article
Franz Aurenhammer Jordan sorting via convex hulls of certain non-simple polygonsACM Symposium on Computational Geometry21-29 Show publication in PURE
Franz Aurenhammer Geometric relations among Voronoi diagramsAnnual Symposium on Theoretical Aspects of Computer Science53-65 Show publication in PURE
Other Article
Franz Aurenhammer Geometric relations among Voronoi diagrams Show publication in PURE
1986
Book
Franz Aurenhammer Geometric relations among Voronoi diagrams Show publication in PURE
Journal Article
Franz Aurenhammer The one-dimensional weighted Voronoi diagram Information Processing Letters 22, 119-123, 1986 Show publication in PURE
Conference/Workshop Article
Franz Aurenhammer A new duality result concerning Vornonoi diagramsInternational Colloquium on Automata, Languages and Programming21-32 Show publication in PURE
1985
Book
Franz Aurenhammer A new duality result concerning Voronoi diagrams Show publication in PURE
Franz Aurenhammer A criterion for the affine equivalence of cell compleses in Rd and convex polyhedra in Rd+1 Show publication in PURE
Franz Aurenhammer Improved algorithms for discs and balls using power diagrams Show publication in PURE
Franz Aurenhammer Recognizing polytopical cell complexes and constructing projection polyhedra Show publication in PURE
Conference/Workshop Article
Franz Aurenhammer Gewichtete VoronoidiagrammeWorkshop on Computational Geometry CG '8522-22 Show publication in PURE
1984
Book
Franz Aurenhammer Gewichtete Voronoi Diagramme: Geometrische Deutung und Konstruktions-Algorithmen Show publication in PURE
Journal Article
Franz Aurenhammer An optimal algorithm for constructing the weighted Voronoi diagram in the plane Pattern recognition 17, 251-257, 1984 , DOI Show publication in PURE
1983
Book
Franz Aurenhammer The one-dimensional weighted Voronoi diagram Show publication in PURE
Franz Aurenhammer Power diagrams: properties, algorithms and applications Show publication in PURE
Franz Aurenhammer On the generality of power diagrams Show publication in PURE
Franz Aurenhammer An optimal algorithm for constructing the weighted Voronoi diagram in the plane , Link Show publication in PURE

Link to Pure publication list
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