Klaus Pawelzik

Publication Activity (10 Years)

Years Active: 1991-2023
Publications (10 Years): 2

Top Topics

Neural Dynamics

Associative Learning

Top Venues

PLoS Comput. Biol.

Publications

Mohammad Dehghani-Habibabadi, Klaus Pawelzik
Synaptic self-organization of spatio-temporal pattern selectivity. PLoS Comput. Biol. 19 (2) (2023)
Federica Capparelli, Klaus Pawelzik, Udo Ernst
Constrained inference in sparse coding reproduces contextual effects and predicts laminar neural dynamics. PLoS Comput. Biol. 15 (10) (2019)
Martin Spanknebel, Klaus Pawelzik
Learning Dynamics in Economic Games. CoRR (2015)
Christian Albers, Maren Westkott, Klaus Pawelzik
Perfect Associative Learning with Spike-Timing-Dependent Plasticity. NIPS (2013)
Jonas Pistor, Janpeter Hoeffmann, David Rotermund, Elena Tolstosheeva, Tim Schellenberg, Dmitriy Boll, Víctor Gordillo-González, Sunita Mandon, Dagmar Peters-Drolshagen, Andreas K. Kreiter, Martin Schneider, Walter Lang, Klaus Pawelzik, Steffen Paul
Development of a fully implantable recording system for ECoG signals. DATE (2013)
Joscha Schmiedt, Christian Albers, Klaus Pawelzik
Spike timing-dependent plasticity as dynamic filter. NIPS (2010)
Udo Ernst, David Rotermund, Klaus Pawelzik
Efficient Computation Based on Stochastic Spikes. Neural Comput. 19 (5) (2007)
Bailu Si, J. Michael Herrmann, Klaus Pawelzik
Gain-based Exploration: From Multi-armed Bandits to Partially Observable Environments. ICNC (1) (2007)
Klaus Pawelzik, Udo A. Ernst, David Rotermund
On-line adaptation of neuro-prostheses with neuronal evaluation signals. ESANN (2006)
Nadja Schinkel, Klaus Pawelzik, Udo A. Ernst
Robust integration and detection of noisy contours in a probabilistic neural model. Neurocomputing (2005)
Christian W. Eurich, Klaus Pawelzik
Optimal Control Yields Power Law Behavior. ICANN (2) (2005)
Bailu Si, Klaus Pawelzik, J. Michael Herrmann
Robot Exploration by Subjectively Maximizing Objective Information Gain. ROBIO (2004)
Udo A. Ernst, David Rotermund, Klaus Pawelzik
An Algorithm for Fast Pattern Recognition with Random Spikes. DAGM-Symposium (2004)
Matthias Bethge, David Rotermund, Klaus Pawelzik
Binary Tuning is Optimal for Neural Rate Coding with High Temporal Resolution. NIPS (2002)
Matthias Bethge, David Rotermund, Klaus Pawelzik
Optimal Short-Term Population Coding: When Fisher Information Fails. Neural Comput. 14 (10) (2002)
Jens R. Otterpohl, Klaus Pawelzik
Iterative Population Decoding Based on Prior Beliefs. ICANN (2002)
R. Rothenstein, Klaus Pawelzik
Evolution and anti-evolution in a minimal stock market model CoRR (2002)
Rolf D. Henkel, Udo Ernst, Klaus Pawelzik
Synchronizing assemblies perform magnitude-invariant pattern detection. Neurocomputing (2002)
Matthias Bethge, Klaus Pawelzik
Population coding with unreliable spikes. Neurocomputing (2002)
Matthias Bethge, Klaus Pawelzik
Synchronous inhibition as a mechanism for unbiased selective gain control. Neurocomputing (2001)
Jens R. Otterpohl, Frank Emmert-Streib, Klaus Pawelzik
A constrained HMM-based approach to the estimation of perceptual switching dynamics in pigeons. Neurocomputing (2001)
Jan Benda, Matthias Bethge, Matthias Hennig, Klaus Pawelzik, Andreas V. M. Herz
Spike-frequency adaptation: Phenomenological model and experimental tests. Neurocomputing (2001)
J. Michael Herrmann, Klaus Pawelzik, Theo Geisel
Learning predictive representations. Neurocomputing (2000)
Christian W. Eurich, Klaus Pawelzik, Udo Ernst, Andreas Thiel, Jack D. Cowan, John G. Milton
Delay adaptation in the nervous system. Neurocomputing (2000)
Jens Kohlmorgen, Klaus-Robert Müller, Jörn Rittweger, Klaus Pawelzik
Identification of nonstationary dynamics in physiological recordings. Biol. Cybern. 83 (1) (2000)
Matthias Bethge, Klaus Pawelzik, Theo Geisel
Brief pauses as signals for degressing synapses. Neurocomputing (1999)
Udo Ernst, Klaus Pawelzik, Misha Tsodyks, Terrence J. Sejnowski
Relation Between Retinotopical and Orientation Maps in Visual Cortex. Neural Comput. 11 (2) (1999)
J. Michael Herrmann, Klaus Pawelzik
Simultaneous self-organization of place and direction selectivity in a neural model of self-localization. Neurocomputing (1999)
J. Michael Herrmann, Klaus Pawelzik, Theo Geisel
Self-Localization of Autonomous Robots by Hidden Representations. Auton. Robots 7 (1) (1999)
Stefan Liehr, Klaus Pawelzik, Jens Kohlmorgen, Steven Lemm, Klaus-Robert Müller
Hidden Markov gating for prediction of change points in switching dynamical systems. ESANN (1999)
Udo Ernst, Klaus Pawelzik, Fred Wolf, Theo Geisel
Theory of non-classical receptive field phenomena in the visual cortex. Neurocomputing (1999)
Misha Tsodyks, Klaus Pawelzik, Henry Markram
Neural Networks with Dynamic Synapses. Neural Comput. 10 (4) (1998)
Jens Kohlmorgen, Klaus-Robert Müller, Klaus Pawelzik
Analysis of Drifting Dynamics with Neural Network Hidden Markov Models. NIPS (1997)
Udo Ernst, Klaus Pawelzik, Fred Wolf, Theo Geisel
Geometry of Orientation Preference Map Determines Nonclassical Receptive Field Properties. ICANN (1997)
Jens Kohlmorgen, Klaus-Robert Müller, Jörn Rittweger, Klaus Pawelzik
Analysis of Wake/Sleep EEG with Competing Experts. ICANN (1997)
Jens Kohlmorgen, Klaus-Robert Müller, Klaus Pawelzik
Analysis of Drifting Dynamics with Competing Predictors. ICANN (1996)
Klaus Pawelzik, Jens Kohlmorgen, Klaus-Robert Müller
Annealed Competition of Experts for a Segmentation and Classification of Switching Dynamics. Neural Comput. 8 (2) (1996)
Klaus Pawelzik, Hans-Ulrich Bauer, Fred Wolf, Theo Geisel
Precise Restoration of Cortical Orientation Maps Explained by Hebbian Dynamics of Geniculocortical Connections. ICANN (1996)
Klaus Pawelzik, Klaus-Robert Müller, Jens Kohlmorgen
Prediction of Mixtures. ICANN (1996)
Klaus Pawelzik, Udo Ernst, Fred Wolf, Theo Geisel
Orientation Contrast Sensitivity from Long-range Interactions in Visual Cortex. NIPS (1996)
Josef Deppisch, Klaus Pawelzik, Theo Geisel
Uncovering the synchronization dynamics from correlated neuronal activity quantifies assembly formation. Biol. Cybern. 71 (5) (1994)
Klaus Pawelzik, Hans-Ulrich Bauer, Josef Deppisch, Theo Geisel
How Oscillatory Neuronal Responses Reflect Bistability and Switching of the Hidden Assembly Dynamics. NIPS (1992)
Hans-Ulrich Bauer, Klaus Pawelzik, Theo Geisel
A Topographic Product for the Optimization of Self-Organizing Feature Maps. NIPS (1991)
Klaus Pawelzik, Hans-Ulrich Bauer
Topologieerhaltung und Dimensionsbestimmung: Methoden der nichtlinearen Dynamik in Neuroinformatik und Spracherkennung. Physik und Informatik (1991)