Klaus Obermayer

ORCID

Publication Activity (10 Years)

Years Active: 1990-2023
Publications (10 Years): 40

Top Venues

CoRR

PLoS Comput. Biol.

Frontiers Comput. Neurosci.

Frontiers Neuroinformatics

Technical University Munich, Germany (PHD)

Education History

Technical University Munich, Germany

PHD

Publications

Caglar Cakan, Nikola Jajcay, Klaus Obermayer
neurolib: A Simulation Framework for Whole-Brain Neural Mass Modeling. Cogn. Comput. 15 (4) (2023)
Nicolas Roth, Martin Rolfs, Olaf Hellwich, Klaus Obermayer
Objects guide human gaze behavior in dynamic real-world scenes. PLoS Comput. Biol. 19 (10) (2023)
Agnessa Karapetian, Antoniya Boyanova, Muthukumar Pandaram, Klaus Obermayer, Tim C. Kietzmann, Radoslaw Martin Cichy
Empirically Identifying and Computationally Modeling the Brain-Behavior Relationship for Human Scene Categorization. J. Cogn. Neurosci. 35 (11) (2023)
Lucas Rebscher, Klaus Obermayer, Christoph Metzner
Synchronization Through Uncorrelated Noise in Excitatory-Inhibitory Networks. Frontiers Comput. Neurosci. 16 (2022)
Nikola Jajcay, Caglar Cakan, Klaus Obermayer
Cross-Frequency Slow Oscillation-Spindle Coupling in a Biophysically Realistic Thalamocortical Neural Mass Model. Frontiers Comput. Neurosci. 16 (2022)
Thomas Goerttler, Klaus Obermayer
Similarity of Pre-trained and Fine-tuned Representations. CoRR (2022)
Denis Alevi, Marcel Stimberg, Henning Sprekeler, Klaus Obermayer, Moritz Augustin
Brian2CUDA: Flexible and Efficient Simulation of Spiking Neural Network Models on GPUs. Frontiers Neuroinformatics 16 (2022)
Shashi Durbha, Thomas Goerttler, Eduardo Vellasques, Jan Hendrik Stockemer, Klaus Obermayer
Intrinsic Analysis of Learned Representations in Encoder-Decoder Architectures. LWDA (2022)
Jonas Dippel, Matthias Lenga, Thomas Goerttler, Klaus Obermayer, Johannes Höhne
Transfer Learning for Segmentation Problems: Choose the Right Encoder and Skip the Decoder. CoRR (2022)
Lena Salfenmoser, Klaus Obermayer
Nonlinear optimal control of a mean-field model of neural population dynamics. Frontiers Comput. Neurosci. 16 (2022)
Caglar Cakan, Klaus Obermayer
Correction: Biophysically grounded mean-field models of neural populations under electrical stimulation. PLoS Comput. Biol. 17 (2) (2021)
Thomas Goerttler, Klaus Obermayer
Exploring the Similarity of Representations in Model-Agnostic Meta-Learning. CoRR (2021)
Caglar Cakan, Cristiana Dimulescu, Liliia Khakimova, Daniela Obst, Agnes Flöel, Klaus Obermayer
Spatiotemporal Patterns of Adaptation-Induced Slow Oscillations in a Whole-Brain Model of Slow-Wave Sleep. Frontiers Comput. Neurosci. 15 (2021)
Nicolas Roth, Pia Bideau, Olaf Hellwich, Martin Rolfs, Klaus Obermayer
A modular framework for object-based saccadic decisions in dynamic scenes. CoRR (2021)
Teresa Chouzouris, Nicolas Roth, Caglar Cakan, Klaus Obermayer
Applications of nonlinear control to a whole-brain network of FitzHugh-Nagumo oscillators. CoRR (2021)
Ivo Trowitzsch, Christopher Schymura, Dorothea Kolossa, Klaus Obermayer
Joining Sound Event Detection and Localization Through Spatial Segregation. IEEE ACM Trans. Audio Speech Lang. Process. 28 (2020)
Caglar Cakan, Klaus Obermayer
Biophysically grounded mean-field models of neural populations under electrical stimulation. PLoS Comput. Biol. 16 (4) (2020)
Ivo Trowitzsch, Christopher Schymura, Dorothea Kolossa, Klaus Obermayer
Joining Sound Event Detection and Localization Through Spatial Segregation. CoRR (2019)
Josef Ladenbauer, Klaus Obermayer
Weak electric fields promote resonance in neuronal spiking activity: Analytical results from two-compartment cell and network models. PLoS Comput. Biol. 15 (4) (2019)
Ivo Trowitzsch, Jalil Taghia, Youssef Kashef, Klaus Obermayer
The NIGENS General Sound Events Database. CoRR (2019)
Vaios Laschos, Jan Tinapp, Klaus Obermayer
Training Generative Networks with general Optimal Transport distances. CoRR (2019)
Chang Liu, Songyun Xie, Xinzhou Xie, Xu Duan, Wei Wang, Klaus Obermayer
Design of a video feedback SSVEP-BCI system for car control based on improved MUSIC method. BCI (2018)
Florian Aspart, Michiel W. H. Remme, Klaus Obermayer
Differential polarization of cortical pyramidal neuron dendrites through weak extracellular fields. PLoS Comput. Biol. 14 (5) (2018)
Robert Meyer, Josef Ladenbauer, Klaus Obermayer
The Influence of Mexican Hat Recurrent Connectivity on Noise Correlations and Stimulus Encoding. Frontiers Comput. Neurosci. 11 (2017)
Moritz Augustin, Josef Ladenbauer, Fabian Baumann, Klaus Obermayer
Low-dimensional spike rate models derived from networks of adaptive integrate-and-fire neurons: Comparison and implementation. PLoS Comput. Biol. 13 (6) (2017)
Franziska Oschmann, Konstantin Mergenthaler, Evelyn Jungnickel, Klaus Obermayer
Spatial separation of two different pathways accounting for the generation of calcium signals in astrocytes. PLoS Comput. Biol. 13 (2) (2017)
Christian Donner, Klaus Obermayer, Hideaki Shimazaki
Approximate Inference for Time-Varying Interactions and Macroscopic Dynamics of Neural Populations. PLoS Comput. Biol. 13 (1) (2017)
Raphaël Holca-Lamarre, Jörg Lücke, Klaus Obermayer
Models of Acetylcholine and Dopamine Signals Differentially Improve Neural Representations. Frontiers Comput. Neurosci. 11 (2017)
Ivo Trowitzsch, Johannes Mohr, Youssef Kashef, Klaus Obermayer
Robust Detection of Environmental Sounds in Binaural Auditory Scenes. IEEE ACM Trans. Audio Speech Lang. Process. 25 (6) (2017)
Wendelin Böhmer, Rong Guo, Klaus Obermayer
Non-Deterministic Policy Improvement Stabilizes Approximated Reinforcement Learning. CoRR (2016)
Florian Aspart, Josef Ladenbauer, Klaus Obermayer
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. 12 (11) (2016)
Jacob Kanev, Achilleas Koutsou, Chris Christodoulou, Klaus Obermayer
Integrator or Coincidence Detector: A Novel Measure Based on the Discrete Reverse Correlation to Determine a Neuron's Operational Mode. Neural Comput. 28 (10) (2016)
Songyun Xie, Chang Liu, Klaus Obermayer, Fangshi Zhu, Linan Wang, Xinzhou Xie, Wei Wang
Stimulator Selection in SSVEP-Based Spatial Selective Attention Study. Comput. Intell. Neurosci. 2016 (2016)
Robert Meyer, Klaus Obermayer
pypet: A Python Toolkit for Data Management of Parameter Explorations. Frontiers Neuroinformatics 10 (2016)
Wendelin Böhmer, Klaus Obermayer
Regression with Linear Factored Functions. ECML/PKDD (1) (2015)
Wendelin Böhmer, Jost Tobias Springenberg, Joschka Boedecker, Martin A. Riedmiller, Klaus Obermayer
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. 29 (4) (2015)
Felix Franke, Rodrigo Quian Quiroga, Andreas Hierlemann, Klaus Obermayer
Erratum to: Bayes optimal template matching for spike sorting - combining fisher discriminant analysis with optimal filtering. J. Comput. Neurosci. 38 (3) (2015)
Sambu Seo, Johannes Mohr, Ningfei Li, Andreas Horn, Klaus Obermayer
Incremental pairwise clustering for large proximity matrices. IJCNN (2015)
Matthias Guggenmos, Marcus Rothkirch, Klaus Obermayer, John-Dylan Haynes, Philipp Sterzer
A Hippocampal Signature of Perceptual Learning in Object Recognition. J. Cogn. Neurosci. 27 (4) (2015)
Felix Franke, Rodrigo Quian Quiroga, Andreas Hierlemann, Klaus Obermayer
Bayes optimal template matching for spike sorting - combining fisher discriminant analysis with optimal filtering. J. Comput. Neurosci. 38 (3) (2015)
Yun Shen, Wilhelm Stannat, Klaus Obermayer
A unified framework for risk-sensitive Markov control processes. CDC (2014)
Johannes Mohr, Sambu Seo, Klaus Obermayer
A classifier-based association test for imbalanced data derived from prediction theory. IJCNN (2014)
Wendelin Böhmer, Klaus Obermayer
Factored Representations for Regression. CoRR (2014)
Yun Shen, Ruihong Huang, Chang Yan, Klaus Obermayer
Risk-averse reinforcement learning for algorithmic trading. CIFEr (2014)
Michael J. Tobia, R. Guo, U. Schwarze, Wendelin Böhmer, Jan Gläscher, B. Finckh, A. Marschner, Christian Büchel, Klaus Obermayer, Tobias Sommer
Neural systems for choice and valuation with counterfactual learning signals. NeuroImage 89 (2014)
Yun Shen, Michael J. Tobia, Tobias Sommer, Klaus Obermayer
Risk-Sensitive Reinforcement Learning. Neural Comput. 26 (7) (2014)
Johannes Mohr, Jong-Han Park, Klaus Obermayer
A computer vision system for rapid search inspired by surface-based attention mechanisms from human perception. Neural Networks 60 (2014)
Yun Shen, Wilhelm Stannat, Klaus Obermayer
Risk-Sensitive Markov Control Processes. SIAM J. Control. Optim. 51 (5) (2013)
Moritz Augustin, Josef Ladenbauer, Klaus Obermayer
How adaptation shapes spike rate oscillations in recurrent neuronal networks. Frontiers Comput. Neurosci. 7 (2013)
Songyun Xie, Fangshi Zhu, Klaus Obermayer, Petra Ritter, Linan Wang
A spatial selective visual attention pattern recognition method based on joint short SSVEP. IJCNN (2013)
Robert Pröpper, Klaus Obermayer
Spyke Viewer: a flexible and extensible platform for electrophysiological data analysis. Frontiers Neuroinformatics 7 (2013)
Wendelin Böhmer, Steffen Grünewälder, Yun Shen, Marek Musial, Klaus Obermayer
Construction of approximation spaces for reinforcement learning. J. Mach. Learn. Res. 14 (1) (2013)
Yun Shen, Michael J. Tobia, Tobias Sommer, Klaus Obermayer
Risk-sensitive Reinforcement Learning. CoRR (2013)
Brijnesh J. Jain, Klaus Obermayer
Learning in Riemannian Orbifolds CoRR (2012)
Wendelin Böhmer, Steffen Grünewälder, Hannes Nickisch, Klaus Obermayer
Generating feature spaces for linear algorithms with regularized sparse kernel slow feature analysis. Mach. Learn. 89 (1-2) (2012)
Kamil Adiloglu, Robert Anniés, Elio Wahlen, Hendrik Purwins, Klaus Obermayer
A Graphical Representation and Dissimilarity Measure for Basic Everyday Sound Events. IEEE Trans. Speech Audio Process. 20 (5) (2012)
Josef Ladenbauer, Moritz Augustin, LieJune Shiau, Klaus Obermayer
Impact of Adaptation Currents on Synchronization of Coupled Exponential Integrate-and-Fire Neurons. PLoS Comput. Biol. 8 (4) (2012)
Sambu Seo, Johannes Mohr, Hauke R. Heekeren, Andreas Heinz, Ben Eppinger, Shu-Chen Li, Klaus Obermayer
A voxel selection method for the multivariate analysis of imaging genetics data. IJCNN (2012)
Arno Onken, Valentin Dragoi, Klaus Obermayer
A Maximum Entropy Test for Evaluating Higher-Order Correlations in Spike Counts. PLoS Comput. Biol. 8 (6) (2012)
Wendelin Böhmer, Steffen Grünewälder, Hannes Nickisch, Klaus Obermayer
Regularized Sparse Kernel Slow Feature Analysis. ECML/PKDD (1) (2011)
Brijnesh J. Jain, Klaus Obermayer
Extending Bron Kerbosch for Solving the Maximum Weight Clique Problem CoRR (2011)
Nicolas Neubauer, Klaus Obermayer
Tripartite community structure in social bookmarking data. New Rev. Hypermedia Multim. 17 (3) (2011)
S. Deepak Srinivasan, Klaus Obermayer
Probabilistic prototype models for attributed graphs CoRR (2011)
Brijnesh J. Jain, Klaus Obermayer
Maximum Likelihood for Gaussians on Graphs. GbRPR (2011)
Steffen Grünewälder, Klaus Obermayer
The optimal unbiased value estimator and its relation to LSTD, TD and MC. Mach. Learn. 83 (3) (2011)
Brijnesh J. Jain, Klaus Obermayer
Generalized Learning Graph Quantization. GbRPR (2011)
Brijnesh J. Jain, Klaus Obermayer
Graph quantization. Comput. Vis. Image Underst. 115 (7) (2011)
Michal Natora, Klaus Obermayer
An Unsupervised and Drift-Adaptive Spike Detection Algorithm Based on Hybrid Blind Beamforming. EURASIP J. Adv. Signal Process. 2011 (2011)
Yun Shen, Steffen Grünewälder, Klaus Obermayer
A Unified Framework for Risk-sensitive Markov Decision Processes with Finite State and Action Spaces CoRR (2011)
Brijnesh J. Jain, Klaus Obermayer
Large Sample Statistics in the Domain of Graphs. SSPR/SPR (2010)
Brijnesh J. Jain, Klaus Obermayer
Consistent Estimator of Median and Mean Graph. ICPR (2010)
Brijnesh J. Jain, S. Deepak Srinivasan, Alexander Tissen, Klaus Obermayer
Learning Graph Quantization. SSPR/SPR (2010)
Danny Pannicke, Michael Hahne, Nicolas Neubauer, Bartek Ochab, Renate Lieb, Martin Meister, Klaus Obermayer, Werner Rammert, Rüdiger Zarnekow
Akzeptanzfähigkeit von Tagging-Systemen in benutzergenerierten virtuellen Welten. MKWI (2010)
Felix Franke, Michal Natora, Clemens Boucsein, Matthias H. J. Munk, Klaus Obermayer
An online spike detection and spike classification algorithm capable of instantaneous resolution of overlapping spikes. J. Comput. Neurosci. 29 (1-2) (2010)
Johannes Mohr, Brijnesh J. Jain, Andreas Sutter, Antonius ter Laak, Thomas Steger-Hartmann, Nikolaus Heinrich, Klaus Obermayer
A Maximum Common Subgraph Kernel Method for Predicting the Chromosome Aberration Test. J. Chem. Inf. Model. 50 (10) (2010)
Brijnesh J. Jain, Klaus Obermayer
Graph Quantization CoRR (2010)
Brijnesh J. Jain, Klaus Obermayer
Accelerating Competitive Learning Graph Quantization CoRR (2010)
Brijnesh J. Jain, Klaus Obermayer
Elkan's k-Means Algorithm for Graphs. MICAI (2) (2010)
Imke Puls, Johannes Mohr, Jana Wrase, Sabine Vollstädt-Klein, Tagrid Leménager, Christian Vollmert, Michael A. Rapp, Klaus Obermayer, Andreas Heinz, Michael N. Smolka
A model comparison of COMT effects on central processing of affective stimuli. NeuroImage 46 (3) (2009)
Brijnesh J. Jain, Klaus Obermayer
Algorithms for the Sample Mean of Graphs. CAIP (2009)
Hendri Murfi, Klaus Obermayer
A Two-Level Learning Hierarchy of Concept Based Keyword Extraction for Tag Recommendations. DC@PKDD/ECML (2009)
Nicolas Neubauer, Robert Wetzker, Klaus Obermayer
Tag spam creates large non-giant connected components. AIRWeb (2009)
Nicolas Neubauer, Klaus Obermayer
Hyperincident connected components of tagging networks. Hypertext (2009)
Nicolas Neubauer, Klaus Obermayer
Hyperincident connected components of tagging networks. SIGWEB Newsl. 2009 (Autumn) (2009)
Arno Onken, Steffen Grünewälder, Klaus Obermayer
Correlation Coefficients are Insufficient for Analyzing Spike Count Dependencies. NIPS (2009)
Brijnesh J. Jain, Klaus Obermayer
Bimal: Bipartite matching alignment for the contact map overlap problem. IJCNN (2009)
Michal Natora, Felix Franke, Matthias H. J. Munk, Klaus Obermayer
Blind Source Separation of Sparse Overcomplete Mixtures and Application to Neural Recordings. ICA (2009)
Arno Onken, Steffen Grünewälder, Matthias H. J. Munk, Klaus Obermayer
Analyzing Short-Term Noise Dependencies of Spike-Counts in Macaque Prefrontal Cortex Using Copulas and the Flashlight Transformation. PLoS Comput. Biol. 5 (11) (2009)
Brijnesh J. Jain, Brijnesh Stehr, Michael Lappe, Klaus Obermayer
Multiple alignment of contact maps. IJCNN (2009)
Brijnesh J. Jain, Klaus Obermayer
Structure Spaces. J. Mach. Learn. Res. 10 (2009)
Sambu Seo, Johannes Mohr, Klaus Obermayer
A New Incremental Pairwise Clustering Algorithm. ICMLA (2009)
Brijnesh J. Jain, Klaus Obermayer
Elkan's k-Means for Graphs CoRR (2009)
Brijnesh J. Jain, Klaus Obermayer
A Necessary and Sufficient Condition for Graph Matching Being Equivalent to the Maximum Weight Clique Problem CoRR (2009)
Brijnesh J. Jain, Klaus Obermayer
On the sample mean of graphs. IJCNN (2008)
Johannes Mohr, Sambu Seo, Imke Puls, Andreas Heinz, Klaus Obermayer
Target Selection: A New Learning Paradigm and Its Application to Genetic Association Studies. ICMLA (2008)
Susanne Schönknecht, Carsten Duch, Klaus Obermayer, Michael Sibila
3D Reconstruction of Neurons from Confocal Image Stacks and Visualization of Computational Modeling Experiments. Bildverarbeitung für die Medizin (2008)
Kamil Adiloglu, Robert Anniés, Falk-Florian Henrich, André Paus, Klaus Obermayer
Geometrical Approaches to Active Learning. SJTU-TUB Joint Workshop (2008)
Kamil Adiloglu, Robert Anniés, Klaus Obermayer, Yon Visell, Carlo Drioli
Adaptive bottle. ICMC (2008)
Arno Onken, Steffen Grünewälder, Matthias H. J. Munk, Klaus Obermayer
Modeling Short-term Noise Dependence of Spike Counts in Macaque Prefrontal Cortex. NIPS (2008)
Manuel André Gaudnek, Andreas Hess, Klaus Obermayer, Michael Sibila
Measuring the Reliability of Geometries in Magnet Resonance Angiography A Reference for Multimodal Image Registration?. Bildverarbeitung für die Medizin (2008)

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Publication Activity (10 Years)

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Klaus Obermayer