Franz Aurenhammer Univ.-Prof. DI Dr. techn.
Institute of Theoretical Computer Science
Graz University of Technology
2024
Journal Article
Temporal dendritic heterogeneity incorporated with spiking neural networks for learning multi-timescale dynamics
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Advancing Spiking Neural Networks Toward Deep Residual Learning
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Modeling circuit mechanisms of opposing cortical responses to visual flow perturbations
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Local prediction-learning in high-dimensional spaces enables neural networks to plan
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Fast learning without synaptic plasticity in spiking neural networks
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Bicolored Order Types
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Resource-Efficient Neural Networks for Embedded Systems
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Conference/Workshop Article
Probabilistic Integral Circuits
Proceedings of Machine Learning Research
2143-2151
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2023
Book Chapter
DIGICOPRO: Systemische Digitainability bei BetonierprozessenAgile Digitalisierung im Baubetrieb: Innovative Wege zur Transformation und Best Practices483-500
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Journal Article
Quantized rewiring: hardware-aware training of sparse deep neural networks
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Simplex closing probabilities in directed graphs
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Brain-inspired multimodal hybrid neural network for robot place recognition
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Local prediction-learning in high-dimensional spaces enables neural networks to plan
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Memory-dependent computation and learning in spiking neural networks through Hebbian plasticity
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Restoring Vision in Adverse Weather Conditions With Patch-Based Denoising Diffusion Models
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Conference/Workshop Article
Context-dependent computations in spiking neural networks with apical modulation
Artificial Neural Networks and Machine Learning – ICANN 2023 - 32nd International Conference on Artificial Neural Networks, Proceedings
381-392
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Continuous Mixtures of Tractable Probabilistic Models
Proceedings of the 37th AAAI Conference on Artificial Intelligence, AAAI 2023
7244-7252
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Bayesian Structure Scores for Probabilistic Circuits
International Conference on Artificial Intelligence and Statistics
563-575
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Two Equivalent Representations of Bicolored Order Types
Proceedings of the 39th European Workshop on Computational Geometry (EuroCG 2023)
1:1-1:6
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How to Turn Your Knowledge Graph Embeddings into Generative Models via Probabilistic Circuits
Advances in Neural Information Processing Systems 2023
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TS-MoCo: Time-series momentum contrast for self-supervised physiological representation learning
31st European Signal Processing Conference (EUSIPCO)
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Interaction of Generalization and Out-of-Distribution Detection Capabilities in Deep Neural Networks
Artificial Neural Networks and Machine Learning – ICANN 2023 - 32nd International Conference on Artificial Neural Networks, Proceedings
248-259
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Generating conceptual architectural 3D geometries with denoising diffusion models
eCAADe 2023 - Digital Design Reconsidered
451-460
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Generating Conceptual Architectural 3D Geometries with Denoising Diffusion Models
eCAADe 2023 - Digital Design Reconsidered
451-460
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Active Bayesian Causal Inference
Advances in Neural Information Processing Systems
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Other Article
Fault Pruning: Robust Training of Neural Networks with Memristive Weights
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2022
Book Chapter
Spike-based symbolic computations on bit strings and numbersNeuro-Symbolic Artificial Intelligence214-234
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Journal Article
Classification of Whisker Deflections From Evoked Responses in the Somatosensory Barrel Cortex With Spiking Neural Networks
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A spatiotemporal mechanism of visual attention
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Learning-induced biases in the ongoing dynamics of sensory representations predict stimulus generalization
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H2Learn
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A data-based large-scale model for primary visual cortex enables brain-like robust and versatile visual processing
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2022 roadmap on neuromorphic computing and engineering
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A Long Short-Term Memory for AI Applications in Spike-based Neuromorphic Hardware
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Current State and Future Directions for Learning in Biological Recurrent Neural Networks: A Perspective Piece
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Cortical oscillations support sampling-based computations in spiking neural networks
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Incremental Construction of Motorcycle Graphs
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Whole Genome Sequencing Analysis of Effects of CRISPR/Cas9 in Komagataella phaffii: A Budding Yeast in Distress
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Conditional sum-product networks
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Conference/Workshop Article
Improving robustness against stealthy weight bit-flip attacks by output code matching
Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022
13378-13387
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EEG2Vec: Learning affective EEG representations via variational autoencoders
2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC)
3150-3157
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Exploiting multiple EEG data domains with adversarial learning
2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)
3154-3158
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Domain-invariant representation learning from EEG with private encoders
2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
1236-1240
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An insertion strategy for motorcycle graphs
38th European Workshop on Computational Geometry : March 14-16, 2022, Perugia, Italy : booklet of abstracts
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Biologically-inspired training of spiking recurrent neural networks with neuromorphic hardware
Proceeding - IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2022
218-221
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Other Article
Quantized Rewiring: Hardware-aware training of sparse deep neural networks
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Quantized Rewiring: Hardware-aware training of sparse deep neural networks
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Machine learning classification of RR Lyrae stars observed by TESS
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2021
Book Chapter
Journal Article
Visualizing a joint future of neuroscience and neuromorphic engineering
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Probabilistic skeletons endow brain-like neural networks with innate computing capabilities
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Spike-frequency adaptation supports network computations on temporally dispersed information
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Optimized spiking neurons can classify images with high accuracy through temporal coding with two spikes
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Novel AI driven approach to classify infant motor functions
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EEG-based Texture Roughness Classification in Active Tactile Exploration with Invariant Representation Learning Networks
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Universal Physiological Representation Learning with Soft-Disentangled Rateless Autoencoders
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Stochastic mutual information gradient estimation for dimensionality reduction networks
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Conference/Workshop Article
Crossing-optimal extension of simple drawings
Proc. XIX Encuentros de Geometría Computacional
5
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Many-joint robot arm control with recurrent spiking neural networks
IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2021
4918-4925
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Dynamic action inference with recurrent spiking neural networks
Artificial Neural Networks and Machine Learning – ICANN 2021 - 30th International Conference on Artificial Neural Networks, Proceedings
233-244
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Piecewise-linear farthest-site Voronoi diagrams
Proc. 32th Interntional Symposium on Algorithms and Computation (ISAAC'21)
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On the use of generative deep neural networks to synthesize artificial multichannel EEG signals
2021 10th International IEEE/EMBS Conference on Neural Engineering, NER 2021
427-430
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Training adversarially robust sparse networks via Bayesian connectivity sampling
Proceedings of Machine Learning Research
8314-8324
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Other Article
Spike-based symbolic computations on symbol sequences
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A functional role of cortical oscillations for probabilistic computation in spiking neural networks
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2020
Book Chapter
Journal Article
Emergent Inference of Hidden Markov Models in Spiking Neural Networks Through Winner-Take-All
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STDP forms associations between memory traces in networks of spiking neurons
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Mitered offsets and straight skeletons for circular arc polygons.
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Optimized spiking neurons can classify images with high accuracy through temporal coding with two spikes
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Brain computation by assemblies of neurons
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A model for structured information representation in Neural Networks of the Brain
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The location of the axon initial segment affects the bandwidth of spike initiation dynamics
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Recognizing Images with at most one Spike per Neuron
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Spike frequency adaptation supports network computations on temporally dispersed information
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One-shot learning with spiking neural networks
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A solution to the learning dilemma for recurrent networks of spiking neurons
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Emergence of stable synaptic clusters on dendrites through synaptic rewiring
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The future of computing: learning-based, energy-efficient and brain-inspired
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Deep learning incorporating biologically inspired neural dynamics and in-memory computing
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Conference/Workshop Article
Joints in Random Forests.
Advances in Neural Information Processing Systems 33
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PS3: Partition-Based Skew-Specialized Sampling for Batch Mode Active Learning in Imbalanced Text Data.
ECML PKDD 2020. Lecture Notes in Computer Science.
68-84
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Einsum Networks: Fast and Scalable Learning of Tractable Probabilistic Circuits.
International Conference on Machine Learning, PMLR 119
7563-7574
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Property-Based Testing for Parameter Learning of Probabilistic Graphical Models
Machine Learning and Knowledge Extraction
499-515
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H-Mem: Harnessing synaptic plasticity with Hebbian memory networks
Advances in Neural Information Processing Systems
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Other Article
Spike-frequency adaptation contributes long short-term memory to networks of spiking neurons
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2019
Book Chapter
Brain Computation: A Computer Science PerspectiveComputing and Software Science.184-199
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Journal Article
Partially walking a polygon
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Neuromorphic Hardware Learns to Learn
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Biologically inspired alternatives to backpropagation through time for learning in recurrent neural nets
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Reservoirs learn to learn
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Embodied synaptic plasticity with online reinforcement learning
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A solution to the learning dilemma for recurrent networks of spiking neurons
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Efficient Reward-Based Structural Plasticity on a SpiNNaker 2 Prototype
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Computational modelling of salamander retinal ganglion cells using machine learning approaches
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Conference/Workshop Article
Page Cache Attacks
CCS 2019 - Proceedings of the 2019 ACM SIGSAC Conference on Computer and Communications Security
167-180
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Faster attend-infer-repeat with tractable probabilistic models
36th International Conference on Machine Learning, ICML 2019
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Hierarchical decompositional mixtures of variational autoencoders
36th International Conference on Machine Learning, ICML 2019
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Minimal random code learning
International Conference on Learning Representations
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Automatic Bayesian Density Analysis
Proceedings of The Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-19)
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Other Article
Emergence of binding capabilities in generic spiking neural networks
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2018
Journal Article
Memory-Efficient Deep Learning on a SpiNNaker 2 Prototype
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A dynamic connectome supports the emergence of stable computational function of neural circuits through reward-based learning
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Bioinspired approach to modeling retinal ganglion cells using system identification techniques
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Conference/Workshop Article
Long Term Memory and the Densest K-Subgraph Problem
9th Innovations in Theoretical Computer Science Conference (ITCS 2018)
57:1–57:15
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Camera-based vehicle velocity estimation from monocular video
Computer Vision Winter Workshop (CVWW), 2018
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Long short-term memory and learning-to-learn in networks of spiking neurons
Advances in Neural Information Processing Systems
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Smoothed Analysis of Discrete Tensor Decomposition and Assemblies of Neurons
Advances in Neural Information Processing Systems 2018
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Implementation of Bayesian Inference in Distributed Neural Networks
Proceedings - 26th Euromicro International Conference on Parallel, Distributed, and Network-Based Processing, PDP 2018
666-673
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Sum-product autoencoding
32nd AAAI Conference on Artificial Intelligence, AAAI 2018
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Other Article
Maximal two-guard walks in polygons
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On merging straight skeletons
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Mitered offsets and straight skeletons for circular arc polygons
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Partially walking a polygon
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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
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Journal Article
Neuromorphic Hardware In The Loop: Training a Deep Spiking Network on the BrainScaleS Wafer-Scale System
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Pattern representation and recognition with accelerated analog neuromorphic systems
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Reward-based stochastic self-configuration of neural circuits
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Feedback Inhibition Shapes Emergent Computational Properties of Cortical Microcircuit Motifs
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Associations between memory traces emerge in a generic neural circuit model through STDP
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Deep Rewiring
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A probabilistic model for learning in cortical microcircuit motifs with data-based divisive inhibition
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Scaling up liquid state machines to predict over address events from dynamic vision sensors
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Conference/Workshop Article
Neuromorphic hardware in the loop
2017 International Joint Conference on Neural Networks, IJCNN 2017 - Proceedings
2227-2234
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Voronoi diagrams for parallel halflines and line segments in space
Proc. 28th International Symposium on Algorithms and Computation (ISAAC'17)
#7
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Computing straight skeletons for arc polygons
Proc. 2nd Conference on Subdivision, Geometric and Algebraic Methods, Isogeometric Analysis and Refinability (SMART'2017)
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Thesis
Variable Binding Through Assemblies in Spiking Neural Networks
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Supervised Learning Algorithms for Spiking Neuromorphic Hardware
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Other Article
A model for the formation of associations between memory items in the brain
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Computing straight skeletons for arc polygons
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2016
Journal Article
Searching for principles of brain computation
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Solving constraint satisfaction problems with networks of spiking neurons
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CaMKII activation supports reward-based neural network optimization through Hamiltonian sampling
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Energy-efficient neural network chips approach human recognition capabilities
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Learning Probabilistic Inference through Spike-Timing-Dependent Plasticity
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Unsupervised learning in probabilistic neural networks with multi-state metal-oxide memristive synapses
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Straight skeletons and mitered offsets of nonconvex polytopes
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The role of transient target stimuli in a steady-state somatosensory evoked potential-based brain-computer interface setup
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Conference/Workshop Article
Contributing to the early identification of neurodevelopmental disorders: The retrospective analysis of pre-linguistic vocalisations in home video material
Congreso Internacional Psicologia Clinica
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Voronoi diagrams for parallel halflines in 3D
Proc. 32nd European Workshop on Computational Geometry (EuroCG 2016)
127-130
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Variable Binding through Assemblies in Spiking Neural Networks
CEUR Workshop Proceedings
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Assembly pointers for variable binding in networks of spiking neurons
Assembly pointers for variable binding in networks of spiking neurons
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Other Article
Bayesian modelling of student misconceptions in the one-digit multiplication with probabilistic programming
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2015
Journal Article
Network plasticity as Bayesian inference
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To spike or not to spike: That is the question.
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Evaluation of Healthy EEG Responses for Spelling through Listener-Assisted Scanning
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3-Colorability of pseudo-triangulations
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Distributed Bayesian computation and self-organized learning in sheets of spiking neurons with local lateral inhibition
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Triangulations with circular arcs
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Nanoscale connections for brain-like circuits
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On triangulation axes of polygons
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Conference/Workshop Article
Synaptic sampling: A Bayesian approach to neural network plasticity and rewiring
Proceedings of NIPS
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Three-dimensional straight skeletons from bisector graphs
Proc. 5th International Conference on Analytic Number Theory and Spatial Tessellations
15-29
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Other Article
Reward-based network plasticity as Bayesian inference
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Synaptic Plasticity as Bayesian Inference
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Stochastic network plasticity as Bayesian inference
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Neural Computation with Assemblies and Assembly Sequences
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2014
Book Chapter
Brain-Computer Interfaces for Assessment and Communication in Disorders of ConsciousnessEmerging Theory and Practice in Neuroprosthetics181-214
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Recurrent network models, reservoir computingEncyclopedia of Computational Neuroscience1-5
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Journal Article
Ensembles of spiking neurons with noise support optimal probabilistic inference in a dynamically changing environment
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Detection of mental imagery and attempted movements in patients with disorders of consciousness using EEG
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STDP Installs in Winner-Take-All Circuits an Online Approximation to Hidden Markov Model Learning
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A comparison of manual neuronal reconstruction from biocytin histology or 2-photon imaging: morphometry and computer modeling
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A compound memristive synapse model for statistical learning through STDP in spiking neural networks
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On k-convex point sets
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NEVESIM: event-driven neural simulation framework with a Python interface
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A Tactile Stimulation Device for EEG Measurements in Clinical Use
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Noise as a resource for computation and learning in networks of spiking neurons
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An independent SSVEP-based brain-computer interface in locked-in syndrome
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A note on visibility-constrained Voronoi diagrams
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On shape Delaunay tessellations
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Emergence of complex computational structures from chaotic neural networks through reward-modulated Hebbian learning
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A theoretical basis for efficient computations with noisy spiking neurons
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Conference/Workshop Article
Polytope offsets and straight skeletons in 3D
Proc. 30th Ann. Symposium on Computational Geometry (SoCG'14)
98-99
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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
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Other Article
Self-organization in spiking neural networks
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Cell assembly self-organization in ensembles of pyramidal cells with relaxed lateral inhibition
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STDP installs in winner-take-all circuits an online approximation to hidden Markov model learning
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Steady-State Somatosensory Evoked Potentials in Minimally Conscious Patients – Challenges and Perspectives
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2013
Book
Voronoi Diagrams and Delaunay Triangulations
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Journal Article
Emergence of Optimal Decoding of Population Codes through STDP
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Integration of nanoscale memristor synapses in neuromorphic computing architectures
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Stochastic Computations in Cortical Microcircuit Models
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Learned graphical models for probabilistic planning provide a new class of movement primitives
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Bayesian computation emerges in generic cortical microcircuits through spike-timing-dependent plasticity
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Learned parametrized dynamic movement primitives with shared synergies for controlling robotic and musculoskeletal systems.
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Emergence of dynamic memory traces in cortical microcircuit models through STDP
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The auditory P300-based single-switch brain-computer interface: Paradigm transition from healthy subjects to minimally conscious patients
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Conference/Workshop Article
Implementation of a new independent SSVEP-based BCI
Proceedings of the Fifth International Brain-Computer Interface Meeting
304-305
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Voronoi diagrams from distance graphs
Proceeding 20th European Workshop on Computational Geometry (EuroCG'13)
185-188
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Voronoi diagrams from (possibly discontinous) embeddings
Proc. International Symposium on Voronoi Diagrams (ISVD 2013), IEEE Computer Society
47-50
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Learned Muscle Synergies as Prior in Dynamical Systems for Controlling Bio-mechanical and Robotic Systems
Abstracts of Neural Control of Movement Conference (NCM 2013)
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Using scaled embedded distances to generate metrics for R^2
Proc. 14th IMA Conference on Algorithms and Computation
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Homeostatic plasticity in Bayesian spiking networks as Expectation Maximization with posterior constraints
Advances in Neural Information Processing Systems 26
782-790
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Auditorily elicited neural oscillations associated with motor execution, motor imagery and non-motor mental tasks
Proceedings BMT (Biomedizinische Technik) 2013
1-2
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Structure and computation of straight skeletons in 3-space
Proc. 24th International Symposium on Algorithms and Computation (ISAAC'13)
44-54
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Thesis
Structure and Self Organization in Spiking Neural Networks
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Other Article
Implementation of a new independent SSVEP-based BCI
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Neural circuits naturally encode probability distributions over network states, and over trajectories of network states
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Local inhibition facilitates synaptic learning in spatially extended Bayesian spiking networks
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Principles for an Alternative Design of Movement Primitives that Uses Probabilistic Inference in Learned Graphical Models
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EEG-Based Communication With Patients in Minimally Conscious State
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Networks of spiking neurons with noise have an inherent capability to generate heuristic solutions to complex constraint satisfaction problems
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Auditorily elicited neural oscillations associated with motor execution, motor imagery and non-motor mental tasks.
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2012
Journal Article
On k-convex polygons
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Computing convex quadrangulations
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The role of feedback in morphological computation with compliant bodies
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Stochastic Optimal Control Methods for Investigating the Power of Morphological Computation
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A quantitative analysis of information about past and present stimuli encoded by spikes of A1 neurons
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Probing Real Sensory Worlds of Receivers with Unsupervised Clustering
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On computing the convex hull of (piecewise) curved objects
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Conference/Workshop Article
A study of Morphological Computation by using Probabilistic Inference for Motor Planning
Proceedings of the 2nd international Conference on Morphological Computation
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Exact Medial Axis Computation for Circular Arc Boundaries
Curves and Surfaces 2010
28-42
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Liquid Computing in a Simplified Model of Cortical Layer IV: Learning to Balance a Ball
Lecture Notes in Computer Science
209-216
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On triangulation axes of polygons
Proc. 28th European Workshop on Computational Geometry (EuroCG'12)
125-128
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Other Article
Emergence of Hidden Markov Models through STDP in Networks of Spiking Neurons
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Spikes as temporal beliefs and the optimal temporal integration of uncertain information in networks of spiking neurons
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Improved feature extraction by pyramidal cells through relaxed lateral inhibition
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2011
Book Chapter
Motivation, theory, and applications of liquid state machinesComputability in Context: Computation and Logic in the Real World275-296
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Journal Article
Branch-specific plasticity enables self-organization of nonlinear computation in single neurons
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Computational and structural advantages of circular boundary representation
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Towards a theoretical foundation for morphological computation with compliant bodies
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Neural Dynamics as Sampling: A Model for Stochastic Computation in Recurrent Networks of Spiking Neurons
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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
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Biologically Inspired Kinematic Synergies Enable Linear Balance Control of a Humanoid Robot
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Probabilistic inference in general graphical models through sampling in stochastic networks of spiking neurons.
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Conference/Workshop Article
Dendritic computation could support probabilistic inference in networks of spiking neurons
Abstracts Annual Meeting
1-1
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Triangulations with circular arcs
Proc. 19th International Symposium on Graph Drawing
296-307
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Eliminating the teacher in reservoir computing
Proceedings of the 2nd International Conference on Morphological Computation
32-32
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Exact medial axis computation of triangulated solid for piecewise linear metrics
Springer LNCS 6920
1-27
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Thesis
Computation and Learning in Biological Networks of Neurons: Theoretical Analysis, Computer Simulations, and Analysis of Experimental Data
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The medial axis of geometric objects for various convex metrics
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Other Article
Moving a robot arm by exploiting its complex compliant morphology
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Long range coupling in theta between V4 and prefrontal cortex predicts visual memory performance
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Emergence of Optimal Population Decoding through STDP
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Dendritic computation could support probabilistic inference in networks of spiking neurons
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Self-organization of nonlinear neural computation through synaptic plasticity in dendritic branches
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2010
Journal Article
Connectivity reflects Coding: a model of voltage-based STDP with homeostasis
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Reward-modulated Hebbian Learning of Decision Making
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Das Gehirn als Teich, in den man Steine wirft
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Zeitsprung in der Schüssel
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Hirnforschung - Prothesen für Gelähmte
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Die Nerven und ihre Erinnerung
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A Spiking Neuron as Information Bottleneck
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Reinforcement learning on slow features of high-dimensional input streams
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Compensating inhomogeneities of neuromorphic VLSI devices via short-term synaptic plasticity
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A theoretical basis for emergent pattern discrimination in neural systems through slow feature extraction
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Divide-and conquer for Voronoi diagrams revisited
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Connectivity, Dynamics, and Memory in Reservoir Computing with Binary and Analog Neurons
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A reward-modulated Hebbian learning rule can explain experimentally observed network reorganization in a brain control task
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Directed coupling in local field potentials of Macaque V4 during visual short-term memory revealed by multivariate autoregressive models
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Conference/Workshop Article
Combining predictions for accurate recommender systems
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
693-702
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Exact medial axis computation for triangulated solids with respect to piecewise linear metrics
Curves and Surfaces
1-27
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Simulator-like exploration of cortical network architectures with a mixed-signal VLSI system
Circuits and Systems (ISCAS), Proceedings of 2010 IEEE International Symposium on
2784-2787
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Functional network reorganization in motor cortex can be explained by reward-modulated Hebbian learning
Proc. of NIPS 2009, Advances in Neural Information Processing Systems
1105-1113
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STDP enables spiking neurons to detect hidden causes of their inputs
Proc. of Advances in Neural Information Processing Systems (NIPS)
1357-1365
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Arc triangulations
Proc. 26th European Workshop on Computational Geometry (EuroCG'10)
17-20
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Replacing supervised classification learning with Slow Feature Analysis in spiking neural networks
Advances in Neural Information Processing Systems
988-996
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3-Colorability of pseudo-triangulations
Proc. 26th European Workshop on Computational Geometry (EuroCG'10)
21-24
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Straight skeletons for binary shapes
Computer Vision and Pattern Recognition Workshop (CVPRW)
9-16
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Other Article
Reward-modulated Hebbian learning is able to induce coherent patterns of activity and simple memory functions in initially chaotic recurrent neural networks
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Oscillatory neuronal synchronization between prefrontal and extrastriate visual cortex during visual memory
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Emergence of Bayesian computation in generic motifs of cortical microcircuits
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2009
Journal Article
On minimum weight pseudo-triangulations
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Belief-propagation in networks of spiking neurons
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Spiking neurons can learn to solve information bottleneck problems and to extract independent components
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Blick zurück
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Durch die Brille der Vergangenheit
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Blick durch die Brille
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Medial axis computation for planar free-form shapes
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State-dependent computations: Spatiotemporal processing in cortical networks
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Motif distribution, dynamical properties, and computational performance of two data-based cortical microcircuit templates
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Distributed fading memory for stimulus properties in the primary visual cortex
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Small weak epsilon nets
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PCSIM: A Parallel Simulation Environment for Neural Circuits Fully Integrated with Python
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Conference/Workshop Article
Hebbian learning of Bayes optimal decisions
Advances in neural information processing systems 21
1169-1176
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Learning Complex Motions by Sequencing Simpler Motion Templates
Proceedings of the Twenty-Sixth International Conference on Machine Learning (ICML 2009)
753-761
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Divide-and-conquer for voronoi diagrams revisited
Proc. 25th European Workshop on Computational Geometry (EuroCG'09)
293-296
Show publication in PURE
On Computational Power and the Order-Chaos Phase Transition in Reservoir Computing
Annual Conference on Neural Information Processing Systems
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Recovering structure from r-sampled objects
Proc. Symposium on Geometry Processing 2009
1349-1360
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Two-convex polygons
Proc. 25th European Workshop on Computational Geometry (EuroCG'09)
117-120
Show publication in PURE
Lower and upper bounds on the number of empty cylinders and ellipsoids
Proc. 25th European Workshop on Computational Geometry (EuroCG'09)
139-142
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Motifs, algebraic connectivity and computational performance of two data- based cortical circuit templates
International Workshop on Computational Systems Biology
83-86
Show publication in PURE
Divide-and-conquer for voronoi diagrams revisited
Proc. 25th Ann. Symposium on Computational Geometry (SoCG'09)
189-197
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Thesis
Computation and Learning in Neural Systems
Show publication in PURE
Learning to move a robot arm by exploiting it’s morphological structure
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Other Article
An integrated learning rule for branch strength potentiation and STDP
Show publication in PURE
STDP performs stochastic EM to reveal the hidden causes of spatiotemporal spiking patterns
Show publication in PURE
Long range coupling between V4 and PF in theta band during visual short-term memory
Show publication in PURE
Replacing supervised classification learning with Slow Feature Analysis in spiking neural networks
Show publication in PURE
Functional network reorganization in motor cortex can be explained by reward-modulated Hebbian learning
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STDP enables spiking neurons to detect hidden causes of their inputs
Show publication in PURE
Reinforcement learning on complex visual stimuli
Show publication in PURE
Slowness in hierarchical networks for visual processing
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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
Journal Article
Tag-Trigger-Consolidation: A Model of Early and Late Long-Term-Potentiation and Depression
Show publication in PURE
Inferring spike trains from local field potentials
Show publication in PURE
Phase-of-Firing Coding of Natural Visual Stimuli in Primary Visual Cortex
Show publication in PURE
Batch-Mode Reinforcement Learning for Continuous State Spaces: A Survey
Show publication in PURE
Matching edges and faces in polygonal partitions
Show publication in PURE
A learning theory for reward-modulated spike-timing-dependent plasticity with application to biofeedback
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On the classification capability of sign-constrained perceptrons
Show publication in PURE
Conference/Workshop Article
Computing convex quadrangulations
Proc. International Symposium on Voronoi Diagrams in Science and Engineering
32-43
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Improved neighborhood-based algorithms for large-scale recommender systems
KDD-Cup and Workshop. ACM, 2008
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A model for learning effects in motor cortex that may facilitate the brain control of neuroprosthetic devices
2008 Neuroscience Meeting Planner, Online
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"underground sounds": Experimenting with the sounds of earthquakes
Proceedings of the International Computer Music Conference
0-0
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Sonic Explorations with Earthquake Data
Proceedings of the 14th International Conference on Auditory Display, Paris, France, June 24-27, 2008
0-0
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Simplified rules and theoretical analysis for information bottleneck optimization and PCA with spiking neurons
Proc. of NIPS 2007, Advances in Neural Information Processing Systems
Show publication in PURE
Fitted Q-Iteration by Advantage Weighted Regression
Advances in Neural Information Processing Systems 22 (NIPS 2008)
Show publication in PURE
Theoretical analysis of learning with reward-modulated spike-timing-dependent plasticity
Proc. of NIPS 2007, Advances in Neural Information Processing Systems
Show publication in PURE
Seed polytopes for incremental approximation
Proc. 24th European Workshop on Computational Geometry (EuroCG'08)
13-16
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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
Show publication in PURE
Other Article
A unified voltage-based model for STDP, LTP and LTD
Show publication in PURE
Hebbian Learning of Bayes Optimal Decisions
Show publication in PURE
On Computational Power and the Order-Chaos Phase Transition in Reservoir Computing
Show publication in PURE
Counting quadrics and Delaunay triangulations and a new convex hull theorem
Show publication in PURE
A Hebbian Learning Rule for Optimal Decision Making
Show publication in PURE
Motif distribution, dynamical properties, and computational performance of two data-based cortical microcircuit templates
Show publication in PURE
2007
Book Chapter
What makes a dynamical system computationally powerful?New Directions in Statistical Signal Processing: From Systems to Brain127-154
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Journal Article
Self-tuning of neural circuits through short-term synaptic plasticity
Show publication in PURE
Pre-triangulations and liftable complexes
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Spike-Frequency Adapting Neural Ensembles: Beyond Mean Adaptation and Renewal Theories
Show publication in PURE
Weighted skeletons and fixed-share decomposition
Show publication in PURE
Connecting colored point sets
Show publication in PURE
A statistical analysis of information processing properties of lamina-specific cortical microcircuit models.
Show publication in PURE
From memory based decisions to decision based movements: A model of interval discrimination followed by action selection
Show publication in PURE
Gray code enumeration of plane straight line graphs
Show publication in PURE
Introduction to the special issue on echo state networks and liquid state machines
Show publication in PURE
Computational aspects of feedback in neural circuits
Show publication in PURE
Edge of Chaos and Prediction of Computational Performance for Neural Circuit Models
Show publication in PURE
Conference/Workshop Article
Approximating boundary-triangulated objects with balls
Proc. 23rd European Workshop on Computational Geometry (EuroCG'07)
130-133
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A kernel method for the two-sample-problem
Advances in neural information processing systems 19
513-520
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Temporal dynamics of information content carried by neurons in the primary visual cortex
Advances in Neural Information Processing Systems
1041-1048
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Information Bottleneck Optimization and Independent Component Extraction with Spiking Neurons
Advances in Neural Information Processing Systems
713-720
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Computational and structural advantages of circular boundary representation
International Workshop on Algorithms and Data Structures
374-385
Show publication in PURE
Efficient Continuous-Time Reinforcement Learning with Adaptive State Graphs
Machine learning
250-261
Show publication in PURE
On (pointed) minimum weight pseudo-triangulations
Proc. 19th Canadian Conference on Computational Geometry (CCCG'07)
209-212
Show publication in PURE
Voronoi diagrams for oriented spheres
Proc. 4th International Conference on Voronoi Diagrams in Science and Engineering (ISVD'07)
33-37
Show publication in PURE
Biologically inspired kinematic synergies provide a new paradigm for balance control of humanoid robots
Proceedings of the IEEE-RAS 7th International Conference on Humanoid Robots (Humanoids 2007)
Show publication in PURE
Other Article
Self-tuning of neural circuits through short-term synaptic plasticity
Show publication in PURE
Superposition of information in large ensembles of neurons in primary visual cortex.
Show publication in PURE
Theoretical analysis of learning with reward-modulated spike-timing-dependent plasticity
Show publication in PURE
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
Computational and structural advantages of circular boundary representation
Show publication in PURE
On (pointed) minimum weight pseudo-triangulations
Show publication in PURE
Voronoi diagrams for oriented spheres
Show publication in PURE
2006
Book
Connecting colored point sets
Show publication in PURE
Pseudo-simplicial complexes from maximal locally convex functions
Show publication in PURE
Farthest line segment Voronoi diagrams
Show publication in PURE
Approximating boundary-triangulated objects with balls
Show publication in PURE
Computational and structural advantages of circular boundary representation
Show publication in PURE
Voronoi diagrams for oriented spheres
Show publication in PURE
Transforming spanning trees and pseudo-triangulations
Show publication in PURE
Journal Article
Resonant quantum dynamics of neutral spin-1 particles in a magnetic guide
Show publication in PURE
Farthest line segment Voronoi diagrams
Show publication in PURE
On the computational power of threshold circuits with sparse activity
Show publication in PURE
Generic Object Recognition with Boosting
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On the crossing number of complete graphs
Show publication in PURE
Book review of "Imitation of life: how biology is inspiring computing" by Nancy Forbes
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Pseudo-simplicial complexes from maximal locally convex functions
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Transforming spanning trees and pseudo-triangulations
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Integrating structured biological data by Kernel Maximum Mean Discrepancy
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A model for the interaction of oscillations and pattern generation with real-time computing in generic neural microcircuit models
Show publication in PURE
Conference/Workshop Article
Modeling working memory and decision making using generic neural microcircuits
Artificial Neural Networks -- ICANN 2006
515-524
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Gray code enumeration of plane straight-line graphs
Proc. 22nd European Workshop on Computational Geometry (EuroCG'06)
71-74
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UPs and DOWNs in cortical computation
Microcircuits: The Interface between Neurons and Global Brain Frunction
393-433
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Theory of the computational function of microcircuit dynamics
Microcircuits: The Interface between Neurons and Global Brain Frunction
371-390
Show publication in PURE
Audio-Visual Feature Extraction for Semi-Automatic Annotation of Meetings,
Proc. of MMSP 2006
999-999
Show publication in PURE
Energy complexity and entropy of threshold circuits
Automata, languages and programming
631-642
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Noise Cancellation Frontends for Automatic Meeting Transcription
Proc. Euronoise'06
999-999
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Principles of real-time computing with feedback applied to cortical microcircuit models
Advances in Neural Information Processing Systems
835-842
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A criterion for the convergence of learning with spike timing dependent plasticity
Advances in Neural Information Processing Systems
763-770
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Pre-triangulations and liftable complexes
Proc, 22nd Ann. Symposium on Computational Geometry (SoCG'06)
282-291
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Thesis
Extracting Statistically Independent Components with a Generalized BCM Rule for Spiking Neurons
Show publication in PURE
Other Article
Computational consequences of lamina-specific structure in cortical microcircuit models
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Extracting Independent Components with Spiking Neurons
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Computational consequences of lamina-specific structure in cortical microcircuit models.
Show publication in PURE
Information Bottleneck Optimization and Independent Component Extraction with Spiking Neurons
Show publication in PURE
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
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Movement generation with circuits of spiking neurons
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What can a neuron learn with spike-timing-dependent plasticity?
Show publication in PURE
Wire length as a circuit complexity measure
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Dynamics of information and emergent computation in generic neural microcircuit models
Show publication in PURE
Conference/Workshop Article
Towards the modeling of dissociated cortical tissue in the liquid state machine framework
Proceedings of the International Joint Conference on Neural Networks (IJCNN) 2005 / Vol. 4
2179-2183
Show publication in PURE
Matching edges and faces in polygonal partitions
Proc. 17th Canadian Conference on Computational Geometry (CCCG'05)
123-126
Show publication in PURE
Movement Prediction from real-world Images using a Liquid State Machine
Innovations in Applied Artificial Intelligence
121-130
Show publication in PURE
Pre-triangulations: A generalization of Delaunay triangulations and flips
2nd Int. Symposium on Voronoi Diagrams in Science and Engineering
235-235
Show publication in PURE
At the edge of chaos: Real-time computations and self-organized criticality in recurrent neural networks
Advances in Neural Information Processing Systems
145-152
Show publication in PURE
Predicting Text Relevance from Sequential Reading Behavior
NIPS Workshop on Machine Learning for Implicit Feedback and User Modeling
1-6
Show publication in PURE
Transforming spanning trees and pseudo-triangulations
Proc. 21th European Workshop on Computational Geometry (EuroCG'05)
81-84
Show publication in PURE
Small weak epsilon nets
Proc. 17th Canadian Conference on Computational Geometry (CCCG'05)
51-54
Show publication in PURE
Methods for estimating the computational power and generalization capability of neural microcircuits
Advances in Neural Information Processing Systems
865-872
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Pseudo-tetrahedral complexes
Proc. 21th European Workshop on Computational Geometry (EuroCG'05)
85-88
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Other Article
Principles of real-time computing with feedback applied to cortical microcircuit models
Show publication in PURE
A criterion for the convergence of learning with spike timing dependent plasticity
Show publication in PURE
Reinforcement Learning of Strategies for Settlers of Catan
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Real-time computations and self organized criticality in recurrent neural networks
Show publication in PURE
Computational consequences of lamina-specific structure in cortical microcircuit models
Show publication in PURE
2004
Book
Generic object recognition with boosting
Show publication in PURE
Book Chapter
Computational models for generic cortical microcircuitsComputational Neuroscience: A Comprehensive Approach575-605
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Journal Article
Convexity minimizes pseudo-triangulations
Show publication in PURE
Quickest paths, straight skeletons, and the city Voronoi diagram
Show publication in PURE
Coding and learning of behavioral sequences
Show publication in PURE
Real-time computation at the edge of chaos in recurrent neural networks.
Show publication in PURE
Machine Learning Applications in Computer Games
Show publication in PURE
On the computational power of recurrent circuits of spiking neurons
Show publication in PURE
Conference/Workshop Article
Triangulations without pointed spanning trees - extended abstract
Proc. 20th European Workshop on Computational Geometry EWCG'04
221-224
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Reinforcement Learning of Strategies for Settlers of Catan
International Conference on Computer Games: Artificial Intelligence, Design and Education 2004
384-388
Show publication in PURE
Object recognition using segmentation for feature detection
Workshop of the Austrian Association for Pattern Recognition
103-110
Show publication in PURE
Focused Multimedia Crawling - Distributed Evaluation Framework
Control, Communication and Network Systems, Technologies and Applications
34-37
Show publication in PURE
Movement generation and control with generic neural microcircuits
1st International Workshop on Biologically Inspired Approaches to Advanced Information Technology
258-273
Show publication in PURE
Information dynamics and emergent computation in recurrent circuits of spiking neurons
Annual Conference on Neural Information Processing Systems
1255-1262
Show publication in PURE
Other Article
Methods of Estimating the Computational Power and Generalization Capability of Neural Microcircuits
Show publication in PURE
2003
Book Chapter
Vapnik-Chervonenkis dimension of neural netsThe Handbook of Brain Theory and Neural Networks1188-1192
Show publication in PURE
Computer models and analysis tools for neural microcircuitsNeuroscience Databases. A Practical Guide123-138
Show publication in PURE
Temporal integration in recurrent microcircuitsThe Handbook of Brain Theory and Neural Networks1159-1163
Show publication in PURE
Computation with spiking neuronsThe Handbook of Brain Theory and Neural Networks1080-1083
Show publication in PURE
Journal Article
Input prediction and autonomous movement analysis in recurrent circuit of spiking neurons
Show publication in PURE
Pseudo-triangulations from surfaces and a novel type of edge flip
Show publication in PURE
Towards compatible triangulations
Show publication in PURE
Perspectives of the high dimensional dynamics of neural microcircuits from the point of view of low dimensional readouts
Show publication in PURE
Conference/Workshop Article
Pseudo-simplices and their derivation
Proc. Voronoi Conference on Analytic Number Theory and Spatial Tesselations
11-11
Show publication in PURE
A model for real-time computation in generic neural microcircuits
Advances in Neural Information Processing Systems ; 15
229-236
Show publication in PURE
InfoSky: Visual Exploration of Large Hierarchical Document Repositories
Proc. HCI International 2003 ; Vol. 3
1268-1272
Show publication in PURE
Adapting (pseudo)-triangulations with a near-linear number of edge flips
Proc. 8th International Workshop on Algorithms and Data Structures (WADS'03)
12-24
Show publication in PURE
Geometric games on triangulations
Proc. 19th European Workshop on Computational Geometry CG'03
89-92
Show publication in PURE
Spatial embedding of pseudo-triangulations
Proc. 19th Ann. Symposium on Computational Geometry (SoCG'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
Progress on rectilinear crossing numbers
Show publication in PURE
Journal Article
Voronoi diagrams - computational geometry's favorite
Show publication in PURE
The InfoSky Visual Explorer: Exploiting Hierarchical Structure and Document Similarities
Show publication in PURE
Evolution strategy and hierarchical clustering
Show publication in PURE
Approximating uniform triangular meshes in polygons
Show publication in PURE
Sequences of spanning trees and a fixed tree theorem
Show publication in PURE
Enumerating order types for small point sets with applications
Show publication in PURE
Algorithmic fun - Abalona
Show publication in PURE
Points and combinatorics
Show publication in PURE
Conference/Workshop Article
Quickest paths, straight skeletons, and the city Voronoi diagram
Proc. 18th Ann. ACM Symposium on Computational Geometry (SoCG'02)
151-159
Show publication in PURE
InfoSky: Eine neue Technologie zur Erforschung großer, hierarchischer Wissensräume
Proceedings KnowTech 2002
Show publication in PURE
On the crossing number of complete graphs
Proc. 18th Ann. ACM Symposium on Computational Geometry (SoCG'02)
19-24
Show publication in PURE
On the crossing number of complete graphs
Proc. 18th European Workshop on Computational Geometry (EuroCG'02)
90-92
Show publication in PURE
Convexity minimizes pseudo-triangulations
Proc. 14th Canadian Conference on Computational Geometry (CCCG'02)
158-161
Show publication in PURE
Autonomous fast learning in a mobile robot
Sensor Based Intelligent Robots. International Workshop, Dagstuhl, 2000, Selected Revised Papers
345-356
Show publication in PURE
Thesis
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
Computational geometry -- some easy questions and their recent solutions
Show publication in PURE
Generalized self-approaching curves
Show publication in PURE
Conference/Workshop Article
Towards compatible triangulations
Proc. 7th Ann. Computing and Combinatorics Conference (COCOON'01)
101-110
Show publication in PURE
Enumerating order types for small point sets with applications
Proc. 17th Ann. ACM Symposium on Computational Geometry (SoCG'01)
11-18
Show publication in PURE
On compatible triangulations of point sets
Proc. 17th European Workshop on Computational Geometry (EuroCG'01)
23-26
Show publication in PURE
Evolution strategy and hierarchical clustering
Proc. 13th COMPUMAG Conference on the Computation of Electromagnetic Fields
?-?
Show publication in PURE
Other Article
Readout neurons in neural microcircuits
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Evolution of internal states of neural microcircuits
Show publication in PURE
2000
Book Chapter
Journal Article
Konstruktion von Lernfähigen Robotern im Studentenwettbewerb "Robotik 2000" an der Technischen Universität Graz
Show publication in PURE
Conference/Workshop Article
Niching evolution strategy with cluster algorithms
Proc. 9th Biennial IEEE Conference on Electromagnetic Field Computations
1-3
Show publication in PURE
Edge operations on non-crossing spanning trees
Proc. 16th European Workshop on Computational Geometry (EuroCG'00)
121-125
Show publication in PURE
Approximating uniform triangular meshes in polygons
Proc. 6th Ann. International Computing and Combinatorics Conference (COCOON'00)
23-33
Show publication in PURE
1999
Journal Article
Skew Voronoi diagrams
Show publication in PURE
New results on MWT subgraphs
Show publication in PURE
Thesis
Effizientes Layout von Neuronalen Netzen
Show publication in PURE
1998
Journal Article
Constant-level greedy triangulations approximate the MWT well
Show publication in PURE
Minkowski-type theorems and least-squares clusterings
Show publication in PURE
Conference/Workshop Article
Generalized self-approaching curves
Proc. 14th European Workshop on Computational Geometry (EuroCG'98)
15-18
Show publication in PURE
Straight skeletons for general polygonal figures in the plane
Voronoi's Impact on Modern Sciences II
7-21
Show publication in PURE
Generalized self-approaching curves
Proc. 9th International Symposium on Algorithms and Computation (ISAAC'98)
317-326
Show publication in PURE
1997
Conference/Workshop Article
New results on minimum-weight triangulations and the LMT skeleton
Proc. 13th European Workshop on Computational Geometry (EuroCG'97)
4-6
Show publication in PURE
Voronoi diagrams for direction-sensitive distances
Proc. 13th Ann. ACM Symposium on Computational Geometry (SoCG'97)
418-420
Show publication in PURE
1996
Journal Article
Triangulations intersect nicely
Show publication in PURE
Classifying hyperplanes in hypercubes
Show publication in PURE
Conference/Workshop Article
Straight skeletons for general polygonal figures
Proc. 2nd Ann. Internatioanl Computing and Combinatorics Conference (COCOON'96)
117-126
Show publication in PURE
Straight skeletons for general polygonal figures in the plane
Computing and combinatorics
117-126
Show publication in PURE
New greedy triangulation algorithms
Proc. 12th European Workshop on Computational Geometry (EuroCG'96)
11-14
Show publication in PURE
Constant-level greedy triangulations approximate the MWT well
Proc. 2nd International Symposium on Operations Research & Applications (ISORA'96)
309-318
Show publication in PURE
1995
Book
Optimal graph orientation with storage applications
Show publication in PURE
Straight skeletons for general polygonal figures
Show publication in PURE
Journal Article
A novel type of skeleton for polygons
Show publication in PURE
Recognizing binary Hamming graphs in O(n^2 logn) time
Show publication in PURE
Conference/Workshop Article
Straight skeletons of simple polygons
Proc. 4th International Symposium LIESMARS
114-124
Show publication in PURE
Triangulations intersect nicely
Proc. 11th Ann. ACM Symposium on Computational Geometry (SoCG'95)
220-229
Show publication in PURE
1994
Journal Article
Faster isometric embedding in products of complete graphs
Show publication in PURE
Conference/Workshop Article
Classifying hyperplanes in hypercubes
Proc. 10th European Workshop on Computational Geometry (EuroCG'94)
53-57
Show publication in PURE
Other Article
Classifying hyperplanes in hypercubes
Show publication in PURE
1993
Journal Article
Voronoi diagrams - a survey of a fundamental geometric data structure
Show publication in PURE
Conference/Workshop Article
Geometric clustering and Voronoi-type partitions
Proc. 16th IFIP Conference on System Modelling and Optimization
93-94
Show publication in PURE
1992
Book
Minkowski-type theorems and least-squares partitioning
Show publication in PURE
A simple on-line randomized incremental algorithm for computing higher order Voronoi diagrams
Show publication in PURE
Journal Article
Computing equivalence classes among the edges of a graph with applications
Show publication in PURE
A simple on-line randomized incremental algorithm for computing higher order Voronoi diagrams
Show publication in PURE
Cartesian graph factorization at logarithmic cost per edge
Show publication in PURE
Searching for segments with largest relative operlap
Show publication in PURE
Conference/Workshop Article
Least-squares partitioning
European Workshop on Computational Geometry
55-57
Show publication in PURE
Searching for sements with largest relative overlap
Proc. 15th IFIP Conference on System Modelling and Optimization
77-84
Show publication in PURE
Minkowski-type theorems and least-squares partitioning
Proc. 8th Ann. ACM Symposium on Computational Geometry (SOCG'92)
350-357
Show publication in PURE
Other Article
Least-squares partitioning
Show publication in PURE
Searching for segments with largest relative overlap
Show publication in PURE
Minkowski-type theorems and least-squares partitioning
Show publication in PURE
1991
Book
Searching for segments with largest relative operlap
Show publication in PURE
The post-office problem for fuzzy points sets
Show publication in PURE
Journal Article
Using Gale transforms in computational geometry
Show publication in PURE
Voronoi diagrams - a survey of a fundamental geometric data structure
Show publication in PURE
On the peeper's Voronoi diagram
Show publication in PURE
Conference/Workshop Article
The post-office problem for fuzzy point sets
Proc. 7th Workshop on Computational Geometry (CG'91)
1-11
Show publication in PURE
A simple on-line randomized incremental algorithm for computing higher order Voronoi diagrams
Proc. 7th Ann. ACM Symposium on Computational Geometry (SoCG'91)
142-151
Show publication in PURE
Recognizing binary Hamming graphs in O(n²log n) time
Proc. 16th International Workshop on Graph-Theoretical Concepts in Computer Science
90-98
Show publication in PURE
Other Article
The post-office problem for fuzzy points sets
Show publication in PURE
A simple on-line randomized incremental algorithm for computing higher order Voronoi diagrams
Show publication in PURE
Recognizing binary Hamming graphs in O(n²logn)time
Show publication in PURE
1990
Book
Faster isometric embedding in products of complete graphs
Show publication in PURE
Factoring Cartesian-product graphs at logarithmic cost per edge
Show publication in PURE
Voronoi diagrams - a survey of a fundamental geomtric data structure
Show publication in PURE
Journal Article
A new duality result concerning Voronoi diagrams
Show publication in PURE
A relationship between Gale transforms and Voronoi diagrams
Show publication in PURE
Conference/Workshop Article
Factoring Cartesian-product graphs at logarithmic cost per edge
Proc. MPS Conference on Integer Programming and Combinatorial Optimization (IPCO'90)
29-44
Show publication in PURE
Other Article
Factoring Cartesian-product graphs at lograithmic cost per edge
Show publication in PURE
1989
Book
Computing equivalence classes among the edges of a graph with applications
Show publication in PURE
Conference/Workshop Article
Computing equivalence classes among the edges of a graph with applications
Proc. International Conference on Algebraic Graph Theory
11
Show publication in PURE
Other Article
Computing equivalence classes among the edges of a graph with applications
Show publication in PURE
1988
Book
On the peeper's Voronoi diagram
Show publication in PURE
Using Gale transforms in computational geomtry
Show publication in PURE
A relationship between Gale transforms and Voronoi diagrams
Show publication in PURE
Journal Article
Improved algorithms for discs and balls using power diagrams
Show publication in PURE
On-line sorting of twisted sequences in linear time
Show publication in PURE
Linear combinations from power domains
Show publication in PURE
Geometric relations among Voronoi diagrams
Show publication in PURE
Conference/Workshop Article
Algorithmic aspects of Gale transforms
Proc. 13th 3-Ann. International Symposium on Mathematical Programming
176
Show publication in PURE
Using Gale transforms in computational geometry
Proc. 4th Workshop on Computational Geometry (CG'88)
202-216
Show publication in PURE
On-line sorting of twisted sequences in linear time
Proc. 2nd Workshop on Computational Geometry and Discrete Algorithms
14
Show publication in PURE
1987
Book
Linear combinations from power domains
Show publication in PURE
On-line sorting of twisted sequences in linear time
Show publication in PURE
Journal Article
A criterion for the affine equivalence of cell complexes in R^d and convex polyhedra in R^d+1
Show publication in PURE
Recognizing polytopical cell complexes and constructing projection polyhedra
Show publication in PURE
Power diagrams: properties, algorithms and applications
Show publication in PURE
Conference/Workshop Article
Jordan sorting via convex hulls of certain non-simple polygons
Proc. 3rd Ann. ACM Symposium on Computational Geometry (SoCG'87)
21-29
Show publication in PURE
Geometric relations among Voronoi diagrams
4th Annual Symposium on Theoretical Aspects of Computer Science, STACS 1987
53-65
Show publication in PURE
Other Article
Geometric relations among Voronoi diagrams
Show publication in PURE
1986
Book
Geometric relations among Voronoi diagrams
Show publication in PURE
Journal Article
The one-dimensional weighted Voronoi diagram
Show publication in PURE
Conference/Workshop Article
A new duality result concerning Vornonoi diagrams
Proc. 13th Ann. International Colloquium on Automata, Languages and Programming (ICALP'86)
21-32
Show publication in PURE
1985
Book
A new duality result concerning Voronoi diagrams
Show publication in PURE
A criterion for the affine equivalence of cell compleses in Rd and convex polyhedra in Rd+1
Show publication in PURE
Improved algorithms for discs and balls using power diagrams
Show publication in PURE
Recognizing polytopical cell complexes and constructing projection polyhedra
Show publication in PURE
Conference/Workshop Article
1984
Book
Gewichtete Voronoi Diagramme: Geometrische Deutung und Konstruktions-Algorithmen
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Book Chapter
Gewichtete Voronoi Diagramme: Geometrische Deutung und Konstruktions-AlgorithmenDissertation, TU Graz, Austria
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Journal Article
An optimal algorithm for constructing the weighted Voronoi diagram in the plane
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1983
Book
The one-dimensional weighted Voronoi diagram
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Power diagrams: properties, algorithms and applications
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On the generality of power diagrams
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An optimal algorithm for constructing the weighted Voronoi diagram in the plane
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Contact
Prof. Dr. Franz Aurenhammer
Institute of Theoretical Computer Science
Inffeldgasse 16b/I
8010 Graz
Austria
Phone: +43 316 / 873 - 5844
Fax: +43 316 / 873 - 105844
franz.aurenhammer@igi.tugraz.at