Klaus Obermayer

220 papers A 1B 20C 10Journal 119Unranked 66

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Salience-SGG: Enhancing Unbiased Scene Graph Generation with Iterative Salience Estimation. CoRR Runfeng Qu, Ole Hall, Pia Bideau, Julie Ouerfelli-Ethier, Martin Rolfs, Klaus Obermayer, Olaf Hellwich
2025	J	`jnl`	Neural Proxies for Sound Synthesizers: Learning Perceptually Informed Preset Representations. CoRR Paolo Combes, Stefan Weinzierl, Klaus Obermayer
2024	J	`jnl`	A Robotics-Inspired Scanpath Model Reveals the Importance of Uncertainty and Semantic Object Cues for Gaze Guidance in Dynamic Scenes. CoRR Vito Mengers, Nicolas Roth, Oliver Brock, Klaus Obermayer, Martin Rolfs
2024	J	`jnl`	A framework for optimal control of oscillations and synchrony applied to non-linear models of neural population dynamics. Frontiers Comput. Neurosci. Lena Salfenmoser, Klaus Obermayer
2024	J	`jnl`	Improving the detection of sleep slow oscillations in electroencephalographic data. Frontiers Neuroinformatics Cristiana Dimulescu, Leonhard Donle, Caglar Cakan, Thomas Goerttler, Liliia Khakimova, Julia Ladenbauer, Agnes Flöel, Klaus Obermayer
2024	—	`conf`	Towards the Necessity of Pre-trained Heads in Model-Agnostic Meta-Learning. FICC (1) Thomas Goerttler, Philipp Pirlet, Klaus Obermayer
2023	J	`jnl`	Empirically Identifying and Computationally Modeling the Brain-Behavior Relationship for Human Scene Categorization. J. Cogn. Neurosci. Agnessa Karapetian, Antoniya Boyanova, Muthukumar Pandaram, Klaus Obermayer, Tim C. Kietzmann, Radoslaw Martin Cichy
2023	J	`jnl`	Objects guide human gaze behavior in dynamic real-world scenes. PLoS Comput. Biol. Nicolas Roth, Martin Rolfs, Olaf Hellwich, Klaus Obermayer
2023	J	`jnl`	neurolib: A Simulation Framework for Whole-Brain Neural Mass Modeling. Cogn. Comput. Caglar Cakan, Nikola Jajcay, Klaus Obermayer
2022	J	`jnl`	Brian2CUDA: Flexible and Efficient Simulation of Spiking Neural Network Models on GPUs. Frontiers Neuroinformatics Denis Alevi, Marcel Stimberg, Henning Sprekeler, Klaus Obermayer, Moritz Augustin
2022	J	`jnl`	Cross-Frequency Slow Oscillation-Spindle Coupling in a Biophysically Realistic Thalamocortical Neural Mass Model. Frontiers Comput. Neurosci. Nikola Jajcay, Caglar Cakan, Klaus Obermayer
2022	—	`conf`	Intrinsic Analysis of Learned Representations in Encoder-Decoder Architectures. LWDA Shashi Durbha, Thomas Goerttler, Eduardo Vellasques, Jan Hendrik Stockemer, Klaus Obermayer
2022	J	`jnl`	Nonlinear optimal control of a mean-field model of neural population dynamics. Frontiers Comput. Neurosci. Lena Salfenmoser, Klaus Obermayer
2022	J	`jnl`	Similarity of Pre-trained and Fine-tuned Representations. CoRR Thomas Goerttler, Klaus Obermayer
2022	J	`jnl`	Synchronization Through Uncorrelated Noise in Excitatory-Inhibitory Networks. Frontiers Comput. Neurosci. Lucas Rebscher, Klaus Obermayer, Christoph Metzner
2022	J	`jnl`	Transfer Learning for Segmentation Problems: Choose the Right Encoder and Skip the Decoder. CoRR Jonas Dippel, Matthias Lenga, Thomas Goerttler, Klaus Obermayer, Johannes Höhne
2021	J	`jnl`	A modular framework for object-based saccadic decisions in dynamic scenes. CoRR Nicolas Roth, Pia Bideau, Olaf Hellwich, Martin Rolfs, Klaus Obermayer
2021	J	`jnl`	Applications of nonlinear control to a whole-brain network of FitzHugh-Nagumo oscillators. CoRR Teresa Chouzouris, Nicolas Roth, Caglar Cakan, Klaus Obermayer
2021	J	`jnl`	Correction: Biophysically grounded mean-field models of neural populations under electrical stimulation. PLoS Comput. Biol. Caglar Cakan, Klaus Obermayer
2021	J	`jnl`	Exploring the Similarity of Representations in Model-Agnostic Meta-Learning. CoRR Thomas Goerttler, Klaus Obermayer
2021	J	`jnl`	Spatiotemporal Patterns of Adaptation-Induced Slow Oscillations in a Whole-Brain Model of Slow-Wave Sleep. Frontiers Comput. Neurosci. Caglar Cakan, Cristiana Dimulescu, Liliia Khakimova, Daniela Obst, Agnes Flöel, Klaus Obermayer
2020	J	`jnl`	Biophysically grounded mean-field models of neural populations under electrical stimulation. PLoS Comput. Biol. Caglar Cakan, Klaus Obermayer
2020	J	`jnl`	Joining Sound Event Detection and Localization Through Spatial Segregation. IEEE ACM Trans. Audio Speech Lang. Process. Ivo Trowitzsch, Christopher Schymura, Dorothea Kolossa, Klaus Obermayer
2019	J	`jnl`	Joining Sound Event Detection and Localization Through Spatial Segregation. CoRR Ivo Trowitzsch, Christopher Schymura, Dorothea Kolossa, Klaus Obermayer
2019	J	`jnl`	The NIGENS General Sound Events Database. CoRR Ivo Trowitzsch, Jalil Taghia, Youssef Kashef, Klaus Obermayer
2019	J	`jnl`	Training Generative Networks with general Optimal Transport distances. CoRR Vaios Laschos, Jan Tinapp, Klaus Obermayer
2019	J	`jnl`	Weak electric fields promote resonance in neuronal spiking activity: Analytical results from two-compartment cell and network models. PLoS Comput. Biol. Josef Ladenbauer, Klaus Obermayer
2018	—	`conf`	Design of a video feedback SSVEP-BCI system for car control based on improved MUSIC method. BCI Chang Liu, Songyun Xie, Xinzhou Xie, Xu Duan, Wei Wang, Klaus Obermayer
2018	J	`jnl`	Differential polarization of cortical pyramidal neuron dendrites through weak extracellular fields. PLoS Comput. Biol. Florian Aspart, Michiel W. H. Remme, Klaus Obermayer
2017	J	`jnl`	Approximate Inference for Time-Varying Interactions and Macroscopic Dynamics of Neural Populations. PLoS Comput. Biol. Christian Donner, Klaus Obermayer, Hideaki Shimazaki
2017	J	`jnl`	Low-dimensional spike rate models derived from networks of adaptive integrate-and-fire neurons: Comparison and implementation. PLoS Comput. Biol. Moritz Augustin, Josef Ladenbauer, Fabian Baumann, Klaus Obermayer
2017	J	`jnl`	Models of Acetylcholine and Dopamine Signals Differentially Improve Neural Representations. Frontiers Comput. Neurosci. Raphaël Holca-Lamarre, Jörg Lücke, Klaus Obermayer
2017	J	`jnl`	Robust Detection of Environmental Sounds in Binaural Auditory Scenes. IEEE ACM Trans. Audio Speech Lang. Process. Ivo Trowitzsch, Johannes Mohr, Youssef Kashef, Klaus Obermayer
2017	J	`jnl`	Spatial separation of two different pathways accounting for the generation of calcium signals in astrocytes. PLoS Comput. Biol. Franziska Oschmann, Konstantin Mergenthaler, Evelyn Jungnickel, Klaus Obermayer
2017	J	`jnl`	The Influence of Mexican Hat Recurrent Connectivity on Noise Correlations and Stimulus Encoding. Frontiers Comput. Neurosci. Robert Meyer, Josef Ladenbauer, Klaus Obermayer
2016	J	`jnl`	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. Florian Aspart, Josef Ladenbauer, Klaus Obermayer
2016	J	`jnl`	Integrator or Coincidence Detector: A Novel Measure Based on the Discrete Reverse Correlation to Determine a Neuron's Operational Mode. Neural Comput. Jacob Kanev, Achilleas Koutsou, Chris Christodoulou, Klaus Obermayer
2016	J	`jnl`	Non-Deterministic Policy Improvement Stabilizes Approximated Reinforcement Learning. CoRR Wendelin Böhmer, Rong Guo, Klaus Obermayer
2016	J	`jnl`	Stimulator Selection in SSVEP-Based Spatial Selective Attention Study. Comput. Intell. Neurosci. Songyun Xie, Chang Liu, Klaus Obermayer, Fangshi Zhu, Linan Wang, Xinzhou Xie, Wei Wang
2016	J	`jnl`	pypet: A Python Toolkit for Data Management of Parameter Explorations. Frontiers Neuroinformatics Robert Meyer, Klaus Obermayer
2015	J	`jnl`	A Hippocampal Signature of Perceptual Learning in Object Recognition. J. Cogn. Neurosci. Matthias Guggenmos, Marcus Rothkirch, Klaus Obermayer, John-Dylan Haynes, Philipp Sterzer
2015	J	`jnl`	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. Wendelin Böhmer, Jost Tobias Springenberg, Joschka Boedecker, Martin A. Riedmiller, Klaus Obermayer
2015	J	`jnl`	Bayes optimal template matching for spike sorting - combining fisher discriminant analysis with optimal filtering. J. Comput. Neurosci. Felix Franke, Rodrigo Quian Quiroga, Andreas Hierlemann, Klaus Obermayer
2015	J	`jnl`	Erratum to: Bayes optimal template matching for spike sorting - combining fisher discriminant analysis with optimal filtering. J. Comput. Neurosci. Felix Franke, Rodrigo Quian Quiroga, Andreas Hierlemann, Klaus Obermayer
2015	B	`conf`	Incremental pairwise clustering for large proximity matrices. IJCNN Sambu Seo, Johannes Mohr, Ningfei Li, Andreas Horn, Klaus Obermayer
2015	—	`conf`	Regression with Linear Factored Functions. ECML/PKDD (1) Wendelin Böhmer, Klaus Obermayer
2014	B	`conf`	A classifier-based association test for imbalanced data derived from prediction theory. IJCNN Johannes Mohr, Sambu Seo, Klaus Obermayer
2014	J	`jnl`	A computer vision system for rapid search inspired by surface-based attention mechanisms from human perception. Neural Networks Johannes Mohr, Jong-Han Park, Klaus Obermayer
2014	—	`conf`	A unified framework for risk-sensitive Markov control processes. CDC Yun Shen, Wilhelm Stannat, Klaus Obermayer
2014	J	`jnl`	Factored Representations for Regression. CoRR Wendelin Böhmer, Klaus Obermayer
2014	—	`ch.`	Learning Rules: Overview. Encyclopedia of Computational Neuroscience Klaus Obermayer
2014	J	`jnl`	Neural systems for choice and valuation with counterfactual learning signals. NeuroImage Michael J. Tobia, R. Guo, U. Schwarze, Wendelin Böhmer, Jan Gläscher, B. Finckh, A. Marschner, Christian Büchel, Klaus Obermayer, Tobias Sommer
2014	J	`jnl`	Risk-Sensitive Reinforcement Learning. Neural Comput. Yun Shen, Michael J. Tobia, Tobias Sommer, Klaus Obermayer
2014	—	`conf`	Risk-averse reinforcement learning for algorithmic trading. CIFEr Yun Shen, Ruihong Huang, Chang Yan, Klaus Obermayer
2013	B	`conf`	A spatial selective visual attention pattern recognition method based on joint short SSVEP. IJCNN Songyun Xie, Fangshi Zhu, Klaus Obermayer, Petra Ritter, Linan Wang
2013	J	`jnl`	Construction of approximation spaces for reinforcement learning. J. Mach. Learn. Res. Wendelin Böhmer, Steffen Grünewälder, Yun Shen, Marek Musial, Klaus Obermayer
2013	J	`jnl`	How adaptation shapes spike rate oscillations in recurrent neuronal networks. Frontiers Comput. Neurosci. Moritz Augustin, Josef Ladenbauer, Klaus Obermayer
2013	J	`jnl`	Risk-Sensitive Markov Control Processes. SIAM J. Control. Optim. Yun Shen, Wilhelm Stannat, Klaus Obermayer
2013	J	`jnl`	Risk-sensitive Reinforcement Learning. CoRR Yun Shen, Michael J. Tobia, Tobias Sommer, Klaus Obermayer
2013	J	`jnl`	Spyke Viewer: a flexible and extensible platform for electrophysiological data analysis. Frontiers Neuroinformatics Robert Pröpper, Klaus Obermayer
2012	J	`jnl`	A Graphical Representation and Dissimilarity Measure for Basic Everyday Sound Events. IEEE Trans. Speech Audio Process. Kamil Adiloglu, Robert Anniés, Elio Wahlen, Hendrik Purwins, Klaus Obermayer
2012	J	`jnl`	A Maximum Entropy Test for Evaluating Higher-Order Correlations in Spike Counts. PLoS Comput. Biol. Arno Onken, Valentin Dragoi, Klaus Obermayer
2012	B	`conf`	A voxel selection method for the multivariate analysis of imaging genetics data. IJCNN Sambu Seo, Johannes Mohr, Hauke R. Heekeren, Andreas Heinz, Ben Eppinger, Shu-Chen Li, Klaus Obermayer
2012	J	`jnl`	Generating feature spaces for linear algorithms with regularized sparse kernel slow feature analysis. Mach. Learn. Wendelin Böhmer, Steffen Grünewälder, Hannes Nickisch, Klaus Obermayer
2012	J	`jnl`	Impact of Adaptation Currents on Synchronization of Coupled Exponential Integrate-and-Fire Neurons. PLoS Comput. Biol. Josef Ladenbauer, Moritz Augustin, LieJune Shiau, Klaus Obermayer
2012	J	`jnl`	Learning in Riemannian Orbifolds CoRR Brijnesh J. Jain, Klaus Obermayer
2011	J	`jnl`	A Unified Framework for Risk-sensitive Markov Decision Processes with Finite State and Action Spaces CoRR Yun Shen, Steffen Grünewälder, Klaus Obermayer
2011	J	`jnl`	An Unsupervised and Drift-Adaptive Spike Detection Algorithm Based on Hybrid Blind Beamforming. EURASIP J. Adv. Signal Process. Michal Natora, Klaus Obermayer
2011	J	`jnl`	Extending Bron Kerbosch for Solving the Maximum Weight Clique Problem CoRR Brijnesh J. Jain, Klaus Obermayer
2011	—	`conf`	Generalized Learning Graph Quantization. GbRPR Brijnesh J. Jain, Klaus Obermayer
2011	J	`jnl`	Graph quantization. Comput. Vis. Image Underst. Brijnesh J. Jain, Klaus Obermayer
2011	—	`conf`	Maximum Likelihood for Gaussians on Graphs. GbRPR Brijnesh J. Jain, Klaus Obermayer
2011	J	`jnl`	Probabilistic prototype models for attributed graphs CoRR S. Deepak Srinivasan, Klaus Obermayer
2011	—	`conf`	Regularized Sparse Kernel Slow Feature Analysis. ECML/PKDD (1) Wendelin Böhmer, Steffen Grünewälder, Hannes Nickisch, Klaus Obermayer
2011	J	`jnl`	The optimal unbiased value estimator and its relation to LSTD, TD and MC. Mach. Learn. Steffen Grünewälder, Klaus Obermayer
2011	J	`jnl`	Tripartite community structure in social bookmarking data. New Rev. Hypermedia Multim. Nicolas Neubauer, Klaus Obermayer
2010	J	`jnl`	A Maximum Common Subgraph Kernel Method for Predicting the Chromosome Aberration Test. J. Chem. Inf. Model. Johannes Mohr, Brijnesh J. Jain, Andreas Sutter, Antonius ter Laak, Thomas Steger-Hartmann, Nikolaus Heinrich, Klaus Obermayer
2010	J	`jnl`	Accelerating Competitive Learning Graph Quantization CoRR Brijnesh J. Jain, Klaus Obermayer
2010	—	`conf`	Akzeptanzfähigkeit von Tagging-Systemen in benutzergenerierten virtuellen Welten. MKWI Danny Pannicke, Michael Hahne, Nicolas Neubauer, Bartek Ochab, Renate Lieb, Martin Meister, Klaus Obermayer, Werner Rammert, Rüdiger Zarnekow
2010	J	`jnl`	An online spike detection and spike classification algorithm capable of instantaneous resolution of overlapping spikes. J. Comput. Neurosci. Felix Franke, Michal Natora, Clemens Boucsein, Matthias H. J. Munk, Klaus Obermayer
2010	B	`conf`	Consistent Estimator of Median and Mean Graph. ICPR Brijnesh J. Jain, Klaus Obermayer
2010	—	`conf`	Elkan's k-Means Algorithm for Graphs. MICAI (2) Brijnesh J. Jain, Klaus Obermayer
2010	J	`jnl`	Graph Quantization CoRR Brijnesh J. Jain, Klaus Obermayer
2010	—	`conf`	Large Sample Statistics in the Domain of Graphs. SSPR/SPR Brijnesh J. Jain, Klaus Obermayer
2010	—	`conf`	Learning Graph Quantization. SSPR/SPR Brijnesh J. Jain, S. Deepak Srinivasan, Alexander Tissen, Klaus Obermayer
2009	J	`jnl`	A Necessary and Sufficient Condition for Graph Matching Being Equivalent to the Maximum Weight Clique Problem CoRR Brijnesh J. Jain, Klaus Obermayer
2009	C	`conf`	A New Incremental Pairwise Clustering Algorithm. ICMLA Sambu Seo, Johannes Mohr, Klaus Obermayer
2009	—	`conf`	A Two-Level Learning Hierarchy of Concept Based Keyword Extraction for Tag Recommendations. DC@PKDD/ECML Hendri Murfi, Klaus Obermayer
2009	J	`jnl`	A model comparison of COMT effects on central processing of affective stimuli. NeuroImage Imke Puls, Johannes Mohr, Jana Wrase, Sabine Vollstädt-Klein, Tagrid Leménager, Christian Vollmert, Michael A. Rapp, Klaus Obermayer, Andreas Heinz, Michael N. Smolka
2009	C	`conf`	Algorithms for the Sample Mean of Graphs. CAIP Brijnesh J. Jain, Klaus Obermayer
2009	J	`jnl`	Analyzing Short-Term Noise Dependencies of Spike-Counts in Macaque Prefrontal Cortex Using Copulas and the Flashlight Transformation. PLoS Comput. Biol. Arno Onken, Steffen Grünewälder, Matthias H. J. Munk, Klaus Obermayer
2009	B	`conf`	Bimal: Bipartite matching alignment for the contact map overlap problem. IJCNN Brijnesh J. Jain, Klaus Obermayer
2009	—	`conf`	Blind Source Separation of Sparse Overcomplete Mixtures and Application to Neural Recordings. ICA Michal Natora, Felix Franke, Matthias H. J. Munk, Klaus Obermayer
2009	—	`conf`	Correlation Coefficients are Insufficient for Analyzing Spike Count Dependencies. NIPS Arno Onken, Steffen Grünewälder, Klaus Obermayer
2009	J	`jnl`	Elkan's k-Means for Graphs CoRR Brijnesh J. Jain, Klaus Obermayer
2009	—	`conf`	Hyperincident connected components of tagging networks. Hypertext Nicolas Neubauer, Klaus Obermayer
2009	J	`jnl`	Hyperincident connected components of tagging networks. SIGWEB Newsl. Nicolas Neubauer, Klaus Obermayer
2009	B	`conf`	Multiple alignment of contact maps. IJCNN Brijnesh J. Jain, Brijnesh Stehr, Michael Lappe, Klaus Obermayer
2009	J	`jnl`	Structure Spaces. J. Mach. Learn. Res. Brijnesh J. Jain, Klaus Obermayer
2009	—	`conf`	Tag spam creates large non-giant connected components. AIRWeb Nicolas Neubauer, Robert Wetzker, Klaus Obermayer
2008	—	`conf`	3D Reconstruction of Neurons from Confocal Image Stacks and Visualization of Computational Modeling Experiments. Bildverarbeitung für die Medizin Susanne Schönknecht, Carsten Duch, Klaus Obermayer, Michael Sibila
2008	J	`jnl`	Active Learning by Spherical Subdivision. J. Mach. Learn. Res. Falk-Florian Henrich, Klaus Obermayer
2008	J	`jnl`	Adaptation and Selective Information Transmission in the Cricket Auditory Neuron AN2. PLoS Comput. Biol. Klaus Wimmer, K. Jannis Hildebrandt, R. Matthias Hennig, Klaus Obermayer
2008	—	`conf`	Adaptive Threshold Masking. Bildverarbeitung für die Medizin Manuel André Gaudnek, Andreas Hess, Klaus Obermayer, Michael Sibila
2008	—	`conf`	Adaptive bottle. ICMC Kamil Adiloglu, Robert Anniés, Klaus Obermayer, Yon Visell, Carlo Drioli
2008	J	`jnl`	An SMO Algorithm for the Potential Support Vector Machine. Neural Comput. Tilman Knebel, Sepp Hochreiter, Klaus Obermayer
2008	C	`conf`	Automated Microarray Classification Based on P-SVM Gene Selection. ICMLA Johannes Mohr, Sambu Seo, Klaus Obermayer
2008	—	`conf`	Dependence of Orientation Tuning on Recurrent Excitation and Inhibition in a Network Model of V1. NIPS Klaus Wimmer, Marcel Stimberg, Robert Martin, Lars Schwabe, Jorge Mariño, James Schummers, David C. Lyon, Mriganka Sur, Klaus Obermayer
2008	—	`conf`	Geometrical Approaches to Active Learning. SJTU-TUB Joint Workshop Kamil Adiloglu, Robert Anniés, Falk-Florian Henrich, André Paus, Klaus Obermayer
2008	—	`conf`	Measuring the Reliability of Geometries in Magnet Resonance Angiography A Reference for Multimodal Image Registration?. Bildverarbeitung für die Medizin Manuel André Gaudnek, Andreas Hess, Klaus Obermayer, Michael Sibila
2008	—	`conf`	Modeling Short-term Noise Dependence of Spike Counts in Macaque Prefrontal Cortex. NIPS Arno Onken, Steffen Grünewälder, Matthias H. J. Munk, Klaus Obermayer
2008	J	`jnl`	Molecule Kernels: A Descriptor- and Alignment-Free Quantitative Structure-Activity Relationship Approach. J. Chem. Inf. Model. Johannes Mohr, Brijnesh J. Jain, Klaus Obermayer
2008	B	`conf`	On the sample mean of graphs. IJCNN Brijnesh J. Jain, Klaus Obermayer
2008	—	`conf`	Personalized Recommendations for the Web 3D. AH Bartek Ochab, Nicolas Neubauer, Klaus Obermayer
2008	C	`conf`	Target Selection: A New Learning Paradigm and Its Application to Genetic Association Studies. ICMLA Johannes Mohr, Sambu Seo, Imke Puls, Andreas Heinz, Klaus Obermayer
2007	—	`conf`	Distance Measures in Query Space: How Strongly to Use Feedback From Past Queries. Web Intelligence Nicolas Neubauer, Christian Scheel, Sahin Albayrak, Klaus Obermayer
2007	J	`jnl`	Fast model-based protein homology detection without alignment. Bioinform. Sepp Hochreiter, Martin Heusel, Klaus Obermayer
2007	B	`conf`	Optimality of LSTD and its Relation to MC. IJCNN Steffen Grünewälder, Sepp Hochreiter, Klaus Obermayer
2007	J	`jnl`	The effect of background noise on the precision of pulse packet propagation in feed-forward networks. Neurocomputing Marcel Stimberg, Thomas Hoch, Klaus Obermayer
2006	J	`jnl`	A new summarization method for affymetrix probe level data. Bioinform. Sepp Hochreiter, Djork-Arné Clevert, Klaus Obermayer
2006	B	`conf`	Dynamic Hyperparameter Scaling Method for LVQ Algorithms. IJCNN Sambu Seo, Klaus Obermayer
2006	J	`jnl`	Improved optimal linear filters for the discrimination of multichannel waveform templates for spike-sorting applications. IEEE Signal Process. Lett. Roland Vollgraf, Klaus Obermayer
2006	—	`conf`	Melodic Topologies. ICMC Kamil Adiloglu, Klaus Obermayer
2006	—	`ch.`	Nonlinear Feature Selection with the Potential Support Vector Machine. Feature Extraction Sepp Hochreiter, Klaus Obermayer
2006	B	`conf`	P-SVM Variable Selection for Discovering Dependencies Between Genetic and Brain Imaging Data. IJCNN Johannes Mohr, Imke Puls, Jana Wrase, Sepp Hochreiter, Andreas Heinz, Klaus Obermayer
2006	J	`jnl`	Quadratic optimization for simultaneous matrix diagonalization. IEEE Trans. Signal Process. Roland Vollgraf, Klaus Obermayer
2006	B	`conf`	Sparse Optimization for Second Order Kernel Methods. IJCNN Roland Vollgraf, Klaus Obermayer
2006	J	`jnl`	Support Vector Machines for Dyadic Data. Neural Comput. Sepp Hochreiter, Klaus Obermayer
2005	J	`jnl`	Development of feedforward receptive field structure of a simple cell and its contribution to the orientation selectivity: a modeling study. Int. J. Neural Syst. Akhil Ranjan Garg, Klaus Obermayer, Basabi Bhaumik
2005	—	`conf`	Finding Subsequences of Melodies in Musical Pieces. ICMC Kamil Adiloglu, Klaus Obermayer
2005	—	`conf`	Geometric Reconstruction of the Vascular System of the Rat Brain Imaged by MRA. Bildverarbeitung für die Medizin Manuel André Gaudnek, Andreas Hess, Klaus Obermayer, Lubos Budinsky, Kay Brune, Michael Sibila
2005	—	`conf`	Geometric reconstruction of the rat vascular system imaged by MRA. ICIP (2) Manuel André Gaudnek, Andreas Hess, Klaus Obermayer, Lubos Budinsky, Kay Brune, Michael Sibila
2005	B	`conf`	Optimal gradient-based learning using importance weights. IJCNN Sepp Hochreiter, Klaus Obermayer
2005	B	`conf`	Optimal kernels for unsupervised learning. IJCNN Sepp Hochreiter, Klaus Obermayer
2005	J	`jnl`	The effect of correlations in the background activity on the information transmission properties of neural populations. Neurocomputing Thomas Hoch, Gregor Wenning, Klaus Obermayer
2004	—	`conf`	A Topographic Support Vector Machine: Classification Using Local Label Configurations. NIPS Johannes Mohr, Klaus Obermayer
2004	J	`jnl`	Approximating the response-stimulus correlation for the integrate-and-fire neuron. Neurocomputing Jacob Kanev, Gregor Wenning, Klaus Obermayer
2004	J	`jnl`	Correlation and stationarity of speech radiation: consequences for linear multichannel filtering. IEEE Trans. Speech Audio Process. Ingo Schwetz, Gerhard Gruhler, Klaus Obermayer
2004	B	`conf`	Development of a Simple Cell Receptive Field Structure: A Model Based on Hetero-synaptic Interactions. ICONIP Akhil Ranjan Garg, Basabi Bhaumik, Klaus Obermayer
2004	J	`jnl`	New methods for the computer-assisted 3-D reconstruction of neurons from confocal image stacks. NeuroImage Stephan Schmitt, Jan Felix Evers, Carsten Duch, Michael Scholz, Klaus Obermayer
2004	J	`jnl`	Self-organizing maps and clustering methods for matrix data. Neural Networks Sambu Seo, Klaus Obermayer
2004	B	`conf`	The Balance Between Excitation and Inhibition Not Only Leads to Variable Discharge of Cortical Neurons but Also to Contrast Invariant Orientation Tuning. ICONIP Akhil Ranjan Garg, Basabi Bhaumik, Klaus Obermayer
2003	J	`jnl`	A new point-based warping method for enhanced and simplified analysis of functional brain image data. NeuroImage Rainer Pielot, Michael Scholz, Klaus Obermayer, Henning Scheich, Eckart D. Gundelfinger, Andreas Hess
2003	J	`jnl`	Adaptation using local information for maximizing the global cost. Neurocomputing Thomas Hoch, Gregor Wenning, Klaus Obermayer
2003	—	`ed.`	Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, NIPS 2002, December 9-14, 2002, Vancouver, British Columbia, Canada] NIPS Suzanna Becker, Sebastian Thrun, Klaus Obermayer
2003	J	`jnl`	Automatic three-dimensional graph construction of nerve cells from confocal microscopy scans. J. Electronic Imaging Anca Dima, Michael Scholz, Klaus Obermayer
2003	J	`jnl`	Modeling the adaptive visual system: a survey of principled approaches. Neural Networks Lars Schwabe, Klaus Obermayer
2003	—	`conf`	Nonlinear Filtering of Electron Micrographs by Means of Support Vector Regression. NIPS Roland Vollgraf, Michael Scholz, Ian A. Meinertzhagen, Klaus Obermayer
2003	J	`jnl`	Second-order statistics of natural images. Neurocomputing Hauke Bartsch, Klaus Obermayer
2003	—	`conf`	Segmentation of 2 1/2 D brain image stacks with automatic extraction and visualization of functional information. ICIP (2) Johannes Mohr, Andreas Hess, Michael Scholz, Klaus Obermayer
2003	J	`jnl`	Soft Learning Vector Quantization. Neural Comput. Sambu Seo, Klaus Obermayer
2003	J	`jnl`	Soft nearest prototype classification. IEEE Trans. Neural Networks Sambu Seo, Mathias Bode, Klaus Obermayer
2002	J	`jnl`	A structure preserving image transformation as the goal of visual sensory coding. Neurocomputing Hauke Bartsch, Klaus Obermayer
2002	J	`jnl`	Adjusting stochastic resonance in a leaky integrate and fire neuron to sub-threshold stimulus distributions. Neurocomputing Gregor Wenning, Klaus Obermayer
2002	J	`jnl`	Automatic segmentation and skeletonization of neurons from confocal microscopy images based on the 3-D wavelet transform. IEEE Trans. Image Process. Anca Dima, Michael Scholz, Klaus Obermayer
2002	—	`conf`	Comparison of Different 3D Edge Detection Methods to Define Landmarks for Point-Based Warping in Autoradiographic Brain Imaging. Bildverarbeitung für die Medizin Rainer Pielot, Michael Scholz, Klaus Obermayer, Eckart D. Gundelfinger, Andreas Hess
2002	—	`conf`	Coulomb Classifiers: Generalizing Support Vector Machines via an Analogy to Electrostatic Systems. NIPS Sepp Hochreiter, Michael Mozer, Klaus Obermayer
2002	—	`conf`	Feature Selection and Classification on Matrix Data: From Large Margins to Small Covering Numbers. NIPS Sepp Hochreiter, Klaus Obermayer
2002	J	`jnl`	Introduction: new developments in self-organising maps. Neural Networks Nigel M. Allinson, Hujun Yin, Klaus Obermayer
2002	—	`conf`	Performance of 3D Landmark Detection Methods for Point-Based Warping in Autoradiographic Brain Imaging. SSIAI Rainer Pielot, Michael Scholz, Klaus Obermayer, Eckart D. Gundelfinger, Andreas Hess
2001	—	`conf`	3D edge detection to define landmarks for point-based warping in brain imaging. ICIP (2) Rainer Pielot, Michael Scholz, Klaus Obermayer, Eckart D. Gundelfinger, Andreas Hess
2001	—	`conf`	Activity Driven Adaptive Stochastic Resonance. NIPS Gregor Wenning, Klaus Obermayer
2001	C	`conf`	Blind Source Separation of Single Components from Linear Mixtures. ICANN Roland Vollgraf, Ingo Schießl, Klaus Obermayer
2001	—	`conf`	Constant Q Profiles for Tracking Modulations in Audio Data Format. ICMC Hendrik Purwins, Benjamin Blankertz, Klaus Obermayer
2001	J	`jnl`	Contextual effects by short range connections in a mean-field model of V1. Neurocomputing Hauke Bartsch, Martin Stetter, Klaus Obermayer
2001	A	`conf`	Efficient speech enhancement by diffusive gain factors (DGF). INTERSPEECH Hyoung-Gook Kim, Klaus Obermayer, Mathias Bode, Dietmar Ruwisch
2001	—	`conf`	Emergence of Modularity within One Sheet of Neurons: A Model Comparison. Emergent Neural Computational Architectures Based on Neuroscience Cornelius Weber, Klaus Obermayer
2001	—	`conf`	Multi Dimensional ICA to Separate Correlated Sources. NIPS Roland Vollgraf, Klaus Obermayer
2001	—	`conf`	On the Influence of Threshold Variability in a Mean-Field Model of the Visual Cortex. Emergent Neural Computational Architectures Based on Neuroscience Hauke Bartsch, Martin Stetter, Klaus Obermayer
2001	—	`conf`	Spectrum of Pitch Differences Models the Perception of Octave Ambiguous Tones. ICMC Immanuel Normann, Hendrik Purwins, Klaus Obermayer
2001	J	`jnl`	Spike-frequency adaptation as a mechanism for dynamic coding in V1. Neurocomputing Lars Schwabe, Péter Adorján, Klaus Obermayer
2000	—	`conf`	A Dynamic Cortical Amplifier Model for Fast Information Processing. IJCNN (5) Lars Schwabe, Péter Adorján, Klaus Obermayer
2000	—	`conf`	A New Approach to Define Landmarks for Point-Based Warping in Brain Imaging. Bildverarbeitung für die Medizin Rainer Pielot, Michael Scholz, Klaus Obermayer, Eckart D. Gundelfinger, Andreas Hess
2000	—	`conf`	A New Method for Tracking Modulations in Tonal Music in Audio Data Format. IJCNN (6) Hendrik Purwins, Benjamin Blankertz, Klaus Obermayer
2000	J	`jnl`	A mean-field model for orientation tuning, contrast saturation, and contextual effects in the primary visual cortex. Biol. Cybern. Martin Stetter, Hauke Bartsch, Klaus Obermayer
2000	J	`jnl`	An Analysis of Orientation and Ocular Dominance Patterns in the Visual Cortex of Cats and Ferrets. Neural Comput. T. Müller, Martin Stetter, Mark Hübener, Frank Sengpiel, Tobias Bonhoeffer, I. Gödecke, Barbara Chapman, Siegrid Löwel, Klaus Obermayer
2000	—	`conf`	Blind Signal Separation from Optical Imaging Data. DAGM-Symposium Ingo Schießl, Martin Stetter, John E. W. Mayhew, Niall McLoughlin, Jennifer S. Lund, Klaus Obermayer
2000	J	`jnl`	Blind signal separation from optical imaging recordings with extended spatial decorrelation. IEEE Trans. Biomed. Eng. Ingo Schießl, Martin Stetter, John E. W. Mayhew, Niall McLoughlin, Jennifer S. Lund, Klaus Obermayer
2000	—	`conf`	Gaussian Process Regression: Active Data Selection and Test Point Rejection. DAGM-Symposium Sambu Seo, Marko Wallat, Thore Graepel, Klaus Obermayer
2000	—	`conf`	Gaussian Process Regression: Active Data Selection and Test Point Rejection. IJCNN (3) Sambu Seo, Marko Wallat, Thore Graepel, Klaus Obermayer
2000	B	`conf`	Point-based warping with optimized weighting factors of displacement vectors. Image Processing Rainer Pielot, Michael Scholz, Klaus Obermayer, Eckart D. Gundelfinger, Andreas Hess
2000	—	`conf`	Structured Models from Structured Data: Emergence of Modular Information Processing within One Sheet of Neurons. IJCNN (4) Cornelius Weber, Klaus Obermayer
2000	J	`jnl`	The effect of intracortical competition on the formation of topographic maps in models of Hebbian learning. Biol. Cybern. Christian Piepenbrock, Klaus Obermayer
2000	J	`jnl`	The influence of threshold variability on the response of visual cortical neurons. Neurocomputing Hauke Bartsch, Martin Stetter, Klaus Obermayer
2000	—	`conf`	Warping with Optimized Weighting Factors of Displacement Vectors - A New Method to Reduce Inter-Individual Variations in Brain Imaging. SSIAI Rainer Pielot, Eckart D. Gundelfinger, Andreas Hess, Michael Scholz, Klaus Obermayer
1999	J	`jnl`	A Stochastic Self-Organizing Map for Proximity Data. Neural Comput. Thore Graepel, Klaus Obermayer
1999	J	`jnl`	A statistical neural field approach to orientation selectivity. Neurocomputing Péter Adorján, György Barna, Péter Érdi, Klaus Obermayer
1999	—	`conf`	Application of Blind Separation of Sources to Optical Recording of Brain Activity. NIPS Holger Schoner, Martin Stetter, Ingo Schießl, John E. W. Mayhew, Jennifer S. Lund, Niall McLoughlin, Klaus Obermayer
1999	—	`conf`	Bayesian Transduction. NIPS Thore Graepel, Ralf Herbrich, Klaus Obermayer
1999	J	`jnl`	Effects of lateral competition in the primary visual cortex on the development of topographic projections and ocular dominance maps. Neurocomputing Christian Piepenbrock, Klaus Obermayer
1999	—	`conf`	Optimiertes Warping durch gewichtete Summen von Verschiebungsvektoren - eine neue Methode zur Reduktion von interindividuellen Variabilitäten von Hirndaten. Bildverarbeitung für die Medizin Rainer Pielot, Michael Scholz, Klaus Obermayer, Eckart D. Gundelfinger, Andreas Hess
1999	—	`conf`	Recurrent Cortical Competition: Strengthen or Weaken? NIPS Péter Adorján, Lars Schwabe, Christian Piepenbrock, Klaus Obermayer
1998	—	`conf`	Classification on Pairwise Proximity Data. NIPS Thore Graepel, Ralf Herbrich, Peter Bollmann-Sdorra, Klaus Obermayer
1998	—	`conf`	Contrast Adaptation in Simple Cells by Changing the Transmitter Release Probability. NIPS Péter Adorján, Klaus Obermayer
1998	B	`conf`	Dynamics of the Hippocampus: Multiple Strategies. ICONIP Péter Érdi, Ádám Kepecs, Máté Lengyel, Klaus Obermayer, Zoltán Szatmáry
1998	B	`conf`	Modelling Contrast Adaptation and Contextual Effects in Primary Visual Cortex. ICONIP Martin Stetter, Péter Adorján, Hauke Bartsch, Klaus Obermayer
1998	J	`jnl`	Self-organizing maps: Generalizations and new optimization techniques. Neurocomputing Thore Graepel, Matthias Burger, Klaus Obermayer
1998	—	`conf`	The Role of Lateral Cortical Competition in Ocular Dominance Development. NIPS Christian Piepenbrock, Klaus Obermayer
1997	C	`conf`	A Model for Orientation Tuning and Contextual Effects of Orientation Selective Receptive Fields. ICANN Hauke Bartsch, Martin Stetter, Klaus Obermayer
1997	—	`conf`	An Annealed Self-Organizing Map for Source Channel Coding. NIPS Matthias Burger, Thore Graepel, Klaus Obermayer
1997	C	`conf`	On the Anatomical Basis of Field Size, Contrast Sensitivity, and Orientation Selectivity in Macaque Striate Cortex: A Model Study. ICANN Ute Bauer, Péter Adorján, Michael Scholz, Jonathan B. Levitt, Jennifer S. Lund, Klaus Obermayer
1997	C	`conf`	Phase Transitions in Soft Topographic Vector Quantization. ICANN Matthias Burger, Thore Graepel, Klaus Obermayer
1997	J	`jnl`	Singularities in Primate Orientation Maps. Neural Comput. Klaus Obermayer, Gary G. Blasdel
1997	—	`conf`	Solving large systems of differential equations in parallel using covers and skeletons. Algorithmic Languages and Calculi Mario Südholt, Christian Piepenbrock, Klaus Obermayer, Peter Pepper
1997	C	`conf`	Synapse Clustering Can Drive Simultaneous ON-OFF and Ocular-Dominance Segregation in a Model of Area 17. ICANN Martin Stetter, Elmar Wolfgang Lang, Klaus Obermayer
1997	J	`jnl`	The Joint Development of Orientation and Ocular Dominance: Role of Constraints. Neural Comput. Christian Piepenbrock, Helge J. Ritter, Klaus Obermayer
1996	C	`conf`	Cortical Map Development Driven by Spontaneous Retinal Activity Waves. ICANN Christian Piepenbrock, Helge J. Ritter, Klaus Obermayer
1996	J	`jnl`	Linear Correlation-Based Learning Models Require a Two-Stage Process for the Development of Orientation and Ocular Dominance. Neural Process. Lett. Christian Piepenbrock, Helge J. Ritter, Klaus Obermayer
1995	J	`jnl`	Models of orientation and ocular dominance columns in the visual cortex: a critical comparison. Neural Comput. E. Erwin, Klaus Obermayer, Klaus Schulten
1994	—	`conf`	A Critical Comparison of Models for Orientation and Ocular Dominance Columns in the Striate Cortex. NIPS E. Erwin, Klaus Obermayer, Klaus Schulten
1994	J	`jnl`	Putative strategies of scene segmentation in monkey visual cortex. Neural Networks Gary G. Blasdel, Klaus Obermayer
1993	—	`—`	Adaptive Neuronale Netze und ihre Anwendung als Modelle der Entwicklung kortikaler Karten. Klaus Obermayer
1993	—	`conf`	Development of Orientation and Ocular Dominance Columns in Infant Macaques. NIPS Klaus Obermayer, Lynne Kiorpes, Gary G. Blasdel
1993	J	`jnl`	Erratum. Biol. Cybern. E. Erwin, Klaus Obermayer, Klaus Schulten
1992	J	`jnl`	Self-organizing maps: ordering, convergence properties and energy functions. Biol. Cybern. E. Erwin, Klaus Obermayer, Klaus Schulten
1992	J	`jnl`	Self-organizing maps: stationary states, metastability and convergence rate. Biol. Cybern. E. Erwin, Klaus Obermayer, Klaus Schulten
1991	—	`conf`	A Comparison between a Neural Network Model for the Formation of Brain Maps and Experimental Data. NIPS Klaus Obermayer, Klaus Schulten, Gary G. Blasdel
1990	B	`conf`	A neural network model for the formation of topographic maps in the CNS: development of receptive fields. IJCNN Klaus Obermayer, Helge J. Ritter, Klaus Schulten
1990	—	`conf`	Development and Spatial Structure of Cortical Feature Maps: A Model Study. NIPS Klaus Obermayer, Helge J. Ritter, Klaus Schulten
1990	J	`jnl`	Large-scale simulations of self-organizing neural networks on parallel computers: application to biological modelling. Parallel Comput. Klaus Obermayer, Helge J. Ritter, Klaus Schulten