Klaus Obermayer
Orcid: 0000-0002-0471-8170Affiliations:
- Technical University of Berlin, Department of Mathematics, Germany
According to our database1,
Klaus Obermayer
authored at least 206 papers
between 1990 and 2023.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
-
on zbmath.org
-
on orcid.org
-
on id.loc.gov
-
on d-nb.info
-
on dl.acm.org
On csauthors.net:
Bibliography
2023
Empirically Identifying and Computationally Modeling the Brain-Behavior Relationship for Human Scene Categorization.
J. Cogn. Neurosci., November, 2023
PLoS Comput. Biol., October, 2023
Cogn. Comput., 2023
2022
Brian2CUDA: Flexible and Efficient Simulation of Spiking Neural Network Models on GPUs.
Frontiers Neuroinformatics, 2022
Frontiers Comput. Neurosci., 2022
Frontiers Comput. Neurosci., 2022
Cross-Frequency Slow Oscillation-Spindle Coupling in a Biophysically Realistic Thalamocortical Neural Mass Model.
Frontiers Comput. Neurosci., 2022
Transfer Learning for Segmentation Problems: Choose the Right Encoder and Skip the Decoder.
CoRR, 2022
Proceedings of the LWDA 2022 Workshops: FGWM, 2022
2021
Correction: Biophysically grounded mean-field models of neural populations under electrical stimulation.
PLoS Comput. Biol., 2021
Spatiotemporal Patterns of Adaptation-Induced Slow Oscillations in a Whole-Brain Model of Slow-Wave Sleep.
Frontiers Comput. Neurosci., 2021
CoRR, 2021
CoRR, 2021
Applications of nonlinear control to a whole-brain network of FitzHugh-Nagumo oscillators.
CoRR, 2021
2020
IEEE ACM Trans. Audio Speech Lang. Process., 2020
Biophysically grounded mean-field models of neural populations under electrical stimulation.
PLoS Comput. Biol., 2020
2019
Weak electric fields promote resonance in neuronal spiking activity: Analytical results from two-compartment cell and network models.
PLoS Comput. Biol., 2019
2018
Differential polarization of cortical pyramidal neuron dendrites through weak extracellular fields.
PLoS Comput. Biol., 2018
Design of a video feedback SSVEP-BCI system for car control based on improved MUSIC method.
Proceedings of the 6th International Conference on Brain-Computer Interface, 2018
2017
IEEE ACM Trans. Audio Speech Lang. Process., 2017
Spatial separation of two different pathways accounting for the generation of calcium signals in astrocytes.
PLoS Comput. Biol., 2017
Approximate Inference for Time-Varying Interactions and Macroscopic Dynamics of Neural Populations.
PLoS Comput. Biol., 2017
Low-dimensional spike rate models derived from networks of adaptive integrate-and-fire neurons: Comparison and implementation.
PLoS Comput. Biol., 2017
The Influence of Mexican Hat Recurrent Connectivity on Noise Correlations and Stimulus Encoding.
Frontiers Comput. Neurosci., 2017
Models of Acetylcholine and Dopamine Signals Differentially Improve Neural Representations.
Frontiers Comput. Neurosci., 2017
2016
Extending Integrate-and-Fire Model Neurons to Account for the Effects of Weak Electric Fields and Input Filtering Mediated by the Dendrite.
PLoS Comput. Biol., 2016
Integrator or Coincidence Detector: A Novel Measure Based on the Discrete Reverse Correlation to Determine a Neuron's Operational Mode.
Neural Comput., 2016
Frontiers Neuroinformatics, 2016
CoRR, 2016
Comput. Intell. Neurosci., 2016
2015
Autonomous Learning of State Representations for Control: An Emerging Field Aims to Autonomously Learn State Representations for Reinforcement Learning Agents from Their Real-World Sensor Observations.
Künstliche Intell., 2015
J. Cogn. Neurosci., 2015
Erratum to: Bayes optimal template matching for spike sorting - combining fisher discriminant analysis with optimal filtering.
J. Comput. Neurosci., 2015
Bayes optimal template matching for spike sorting - combining fisher discriminant analysis with optimal filtering.
J. Comput. Neurosci., 2015
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
2014
Proceedings of the Encyclopedia of Computational Neuroscience, 2014
A computer vision system for rapid search inspired by surface-based attention mechanisms from human perception.
Neural Networks, 2014
NeuroImage, 2014
A classifier-based association test for imbalanced data derived from prediction theory.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014
Proceedings of the IEEE Conference on Computational Intelligence for Financial Engineering & Economics, 2014
Proceedings of the 53rd IEEE Conference on Decision and Control, 2014
2013
J. Mach. Learn. Res., 2013
Spyke Viewer: a flexible and extensible platform for electrophysiological data analysis.
Frontiers Neuroinformatics, 2013
Frontiers Comput. Neurosci., 2013
A spatial selective visual attention pattern recognition method based on joint short SSVEP.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013
2012
A Graphical Representation and Dissimilarity Measure for Basic Everyday Sound Events.
IEEE Trans. Speech Audio Process., 2012
PLoS Comput. Biol., 2012
Impact of Adaptation Currents on Synchronization of Coupled Exponential Integrate-and-Fire Neurons.
PLoS Comput. Biol., 2012
Generating feature spaces for linear algorithms with regularized sparse kernel slow feature analysis.
Mach. Learn., 2012
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012
2011
New Rev. Hypermedia Multim., 2011
Mach. Learn., 2011
An Unsupervised and Drift-Adaptive Spike Detection Algorithm Based on Hybrid Blind Beamforming.
EURASIP J. Adv. Signal Process., 2011
A Unified Framework for Risk-sensitive Markov Decision Processes with Finite State and Action Spaces
CoRR, 2011
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011
Proceedings of the Graph-Based Representations in Pattern Recognition, 2011
Proceedings of the Graph-Based Representations in Pattern Recognition, 2011
2010
An online spike detection and spike classification algorithm capable of instantaneous resolution of overlapping spikes.
J. Comput. Neurosci., 2010
A Maximum Common Subgraph Kernel Method for Predicting the Chromosome Aberration Test.
J. Chem. Inf. Model., 2010
Proceedings of the Multikonferenz Wirtschaftsinformatik, 2010
Proceedings of the Advances in Soft Computing, 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
2009
Analyzing Short-Term Noise Dependencies of Spike-Counts in Macaque Prefrontal Cortex Using Copulas and the Flashlight Transformation.
PLoS Comput. Biol., 2009
NeuroImage, 2009
A Necessary and Sufficient Condition for Graph Matching Being Equivalent to the Maximum Weight Clique Problem
CoRR, 2009
A Two-Level Learning Hierarchy of Concept Based Keyword Extraction for Tag Recommendations.
Proceedings of ECML PKDD (The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases) Discovery Challenge 2009, 2009
Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009
Proceedings of the International Joint Conference on Neural Networks, 2009
Proceedings of the International Joint Conference on Neural Networks, 2009
Blind Source Separation of Sparse Overcomplete Mixtures and Application to Neural Recordings.
Proceedings of the Independent Component Analysis and Signal Separation, 2009
Proceedings of the International Conference on Machine Learning and Applications, 2009
Proceedings of the Computer Analysis of Images and Patterns, 13th International Conference, 2009
Proceedings of the AIRWeb 2009, 2009
2008
Adaptation and Selective Information Transmission in the Cricket Auditory Neuron AN2.
PLoS Comput. Biol., 2008
Molecule Kernels: A Descriptor- and Alignment-Free Quantitative Structure-Activity Relationship Approach.
J. Chem. Inf. Model., 2008
Dependence of Orientation Tuning on Recurrent Excitation and Inhibition in a Network Model of V1.
Proceedings of the Advances in Neural Information Processing Systems 21, 2008
Proceedings of the Advances in Neural Information Processing Systems 21, 2008
Proceedings of the Autonomous Systems, 2008
Proceedings of the International Joint Conference on Neural Networks, 2008
Target Selection: A New Learning Paradigm and Its Application to Genetic Association Studies.
Proceedings of the Seventh International Conference on Machine Learning and Applications, 2008
Proceedings of the Seventh International Conference on Machine Learning and Applications, 2008
Proceedings of the 2008 International Computer Music Conference, 2008
3D Reconstruction of Neurons from Confocal Image Stacks and Visualization of Computational Modeling Experiments.
Proceedings of the Bildverarbeitung für die Medizin 2008, 2008
Proceedings of the Bildverarbeitung für die Medizin 2008, 2008
Measuring the Reliability of Geometries in Magnet Resonance Angiography A Reference for Multimodal Image Registration?.
Proceedings of the Bildverarbeitung für die Medizin 2008, 2008
Proceedings of the Adaptive Hypermedia and Adaptive Web-Based Systems, 2008
2007
The effect of background noise on the precision of pulse packet propagation in feed-forward networks.
Neurocomputing, 2007
Proceedings of the 2007 IEEE / WIC / ACM International Conference on Web Intelligence, 2007
Proceedings of the International Joint Conference on Neural Networks, 2007
2006
IEEE Trans. Signal Process., 2006
Improved optimal linear filters for the discrimination of multichannel waveform templates for spike-sorting applications.
IEEE Signal Process. Lett., 2006
Proceedings of the International Joint Conference on Neural Networks, 2006
Proceedings of the International Joint Conference on Neural Networks, 2006
P-SVM Variable Selection for Discovering Dependencies Between Genetic and Brain Imaging Data.
Proceedings of the International Joint Conference on Neural Networks, 2006
Proceedings of the 2006 International Computer Music Conference, 2006
Proceedings of the Feature Extraction - Foundations and Applications, 2006
2005
The effect of correlations in the background activity on the information transmission properties of neural populations.
Neurocomputing, 2005
Development of feedforward receptive field structure of a simple cell and its contribution to the orientation selectivity: a modeling study.
Int. J. Neural Syst., 2005
Proceedings of the 2005 International Computer Music Conference, 2005
Proceedings of the 2005 International Conference on Image Processing, 2005
Proceedings of the Bildverarbeitung für die Medizin 2005, Algorithmen - Systeme, 2005
2004
Correlation and stationarity of speech radiation: consequences for linear multichannel filtering.
IEEE Trans. Speech Audio Process., 2004
New methods for the computer-assisted 3-D reconstruction of neurons from confocal image stacks.
NeuroImage, 2004
Neurocomputing, 2004
A Topographic Support Vector Machine: Classification Using Local Label Configurations.
Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004
The Balance Between Excitation and Inhibition Not Only Leads to Variable Discharge of Cortical Neurons but Also to Contrast Invariant Orientation Tuning.
Proceedings of the Neural Information Processing, 11th International Conference, 2004
Development of a Simple Cell Receptive Field Structure: A Model Based on Hetero-synaptic Interactions.
Proceedings of the Neural Information Processing, 11th International Conference, 2004
2003
Neural Networks, 2003
A new point-based warping method for enhanced and simplified analysis of functional brain image data.
NeuroImage, 2003
Automatic three-dimensional graph construction of nerve cells from confocal microscopy scans.
J. Electronic Imaging, 2003
Neurocomputing, 2003
Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003
Segmentation of 2 1/2 D brain image stacks with automatic extraction and visualization of functional information.
Proceedings of the 2003 International Conference on Image Processing, 2003
2002
Automatic segmentation and skeletonization of neurons from confocal microscopy images based on the 3-D wavelet transform.
IEEE Trans. Image Process., 2002
Adjusting stochastic resonance in a leaky integrate and fire neuron to sub-threshold stimulus distributions.
Neurocomputing, 2002
Neurocomputing, 2002
Performance of 3D Landmark Detection Methods for Point-Based Warping in Autoradiographic Brain Imaging.
Proceedings of the 5th IEEE Southwest Symposium on Image Analysis and Interpretation, 2002
Feature Selection and Classification on Matrix Data: From Large Margins to Small Covering Numbers.
Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002
Coulomb Classifiers: Generalizing Support Vector Machines via an Analogy to Electrostatic Systems.
Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002
Comparison of Different 3D Edge Detection Methods to Define Landmarks for Point-Based Warping in Autoradiographic Brain Imaging.
Proceedings of the Bildverarbeitung für die Medizin 2002: Algorithmen, 2002
2001
Neurocomputing, 2001
Neurocomputing, 2001
Proceedings of the Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, 2001
Proceedings of the Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, 2001
Proceedings of the Emergent Neural Computational Architectures Based on Neuroscience, 2001
On the Influence of Threshold Variability in a Mean-Field Model of the Visual Cortex.
Proceedings of the Emergent Neural Computational Architectures Based on Neuroscience, 2001
Proceedings of the EUROSPEECH 2001 Scandinavia, 2001
Proceedings of the 2001 International Computer Music Conference, 2001
Proceedings of the 2001 International Computer Music Conference, 2001
Proceedings of the 2001 International Conference on Image Processing, 2001
Proceedings of the Artificial Neural Networks, 2001
2000
Blind signal separation from optical imaging recordings with extended spatial decorrelation.
IEEE Trans. Biomed. Eng., 2000
An Analysis of Orientation and Ocular Dominance Patterns in the Visual Cortex of Cats and Ferrets.
Neural Comput., 2000
Neurocomputing, 2000
A mean-field model for orientation tuning, contrast saturation, and contextual effects in the primary visual cortex.
Biol. Cybern., 2000
The effect of intracortical competition on the formation of topographic maps in models of Hebbian learning.
Biol. Cybern., 2000
Warping with Optimized Weighting Factors of Displacement Vectors - A New Method to Reduce Inter-Individual Variations in Brain Imaging.
Proceedings of the 4th IEEE Southwest Symposium on Image Analysis and Interpretation, 2000
Proceedings of the Medical Imaging 2000: Image Processing, 2000
Structured Models from Structured Data: Emergence of Modular Information Processing within One Sheet of Neurons.
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000
Proceedings of the Mustererkennung 2000, 2000
Proceedings of the Mustererkennung 2000, 2000
A New Approach to Define Landmarks for Point-Based Warping in Brain Imaging.
Proceedings of the Bildverarbeitung für die Medizin 2000: Algorithmen, 2000
1999
Effects of lateral competition in the primary visual cortex on the development of topographic projections and ocular dominance maps.
Neurocomputing, 1999
Proceedings of the Advances in Neural Information Processing Systems 12, [NIPS Conference, Denver, Colorado, USA, November 29, 1999
Proceedings of the Advances in Neural Information Processing Systems 12, [NIPS Conference, Denver, Colorado, USA, November 29, 1999
Proceedings of the Advances in Neural Information Processing Systems 12, [NIPS Conference, Denver, Colorado, USA, November 29, 1999
Optimiertes Warping durch gewichtete Summen von Verschiebungsvektoren - eine neue Methode zur Reduktion von interindividuellen Variabilitäten von Hirndaten.
Proceedings of the Bildverarbeitung für die Medizin 1999: Algorithmen, 1999
1998
Neurocomputing, 1998
Proceedings of the Advances in Neural Information Processing Systems 11, [NIPS Conference, Denver, Colorado, USA, November 30, 1998
Proceedings of the Advances in Neural Information Processing Systems 11, [NIPS Conference, Denver, Colorado, USA, November 30, 1998
Proceedings of the Advances in Neural Information Processing Systems 11, [NIPS Conference, Denver, Colorado, USA, November 30, 1998
Modelling Contrast Adaptation and Contextual Effects in Primary Visual Cortex.
Proceedings of the Fifth International Conference on Neural Information Processing, 1998
Dynamics of the Hippocampus: Multiple Strategies.
Proceedings of the Fifth International Conference on Neural Information Processing, 1998
1997
Neural Comput., 1997
Proceedings of the Advances in Neural Information Processing Systems 10, 1997
Synapse Clustering Can Drive Simultaneous ON-OFF and Ocular-Dominance Segregation in a Model of Area 17.
Proceedings of the Artificial Neural Networks, 1997
Proceedings of the Artificial Neural Networks, 1997
On the Anatomical Basis of Field Size, Contrast Sensitivity, and Orientation Selectivity in Macaque Striate Cortex: A Model Study.
Proceedings of the Artificial Neural Networks, 1997
A Model for Orientation Tuning and Contextual Effects of Orientation Selective Receptive Fields.
Proceedings of the Artificial Neural Networks, 1997
Solving large systems of differential equations in parallel using covers and skeletons.
Proceedings of the Algorithmic Languages and Calculi, 1997
1996
Linear Correlation-Based Learning Models Require a Two-Stage Process for the Development of Orientation and Ocular Dominance.
Neural Process. Lett., 1996
Proceedings of the Artificial Neural Networks, 1996
1995
Models of orientation and ocular dominance columns in the visual cortex: a critical comparison.
Neural Comput., 1995
1994
Neural Networks, 1994
A Critical Comparison of Models for Orientation and Ocular Dominance Columns in the Striate Cortex.
Proceedings of the Advances in Neural Information Processing Systems 7, 1994
1993
Proceedings of the Advances in Neural Information Processing Systems 6, 1993
Adaptive Neuronale Netze und ihre Anwendung als Modelle der Entwicklung kortikaler Karten.
PhD thesis, 1993
1992
Biol. Cybern., 1992
Biol. Cybern., 1992
1991
A Comparison between a Neural Network Model for the Formation of Brain Maps and Experimental Data.
Proceedings of the Advances in Neural Information Processing Systems 4, 1991
1990
Large-scale simulations of self-organizing neural networks on parallel computers: application to biological modelling.
Parallel Comput., 1990
Proceedings of the Advances in Neural Information Processing Systems 3, 1990
A neural network model for the formation of topographic maps in the CNS: development of receptive fields.
Proceedings of the IJCNN 1990, 1990