Klaus Pawelzik

According to our database, Klaus Pawelzik authored at least 57 papers between 1991 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Synaptic self-organization of spatio-temporal pattern selectivity.

Mohammad Dehghani-Habibabadi, Klaus Pawelzik

PLoS Comput. Biol., February, 2023

Empirical Analysis of Full-System Approximation on Non-Spiking and Spiking Neural Networks.

Amir Najafi, David Rotermund, Ardalan Najafi, Klaus R. Pawelzik, Alberto García Ortiz

Proceedings of the 12th International Conference on Modern Circuits and Systems Technologies, 2023

2021

Accelerating Spike-by-Spike Neural Networks on FPGA With Hybrid Custom Floating-Point and Logarithmic Dot-Product Approximation.

Yarib Nevarez, David Rotermund, Klaus R. Pawelzik, Alberto García Ortiz

IEEE Access, 2021

2020

Accelerator Framework of Spike-By-Spike Neural Networks for Inference and Incremental Learning in Embedded Systems.

Yarib Nevarez, Alberto García Ortiz, David Rotermund, Klaus R. Pawelzik

Proceedings of the 9th International Conference on Modern Circuits and Systems Technologies, 2020

2019

Constrained inference in sparse coding reproduces contextual effects and predicts laminar neural dynamics.

Federica Capparelli, Klaus Pawelzik, Udo Ernst

PLoS Comput. Biol., 2019

Back-Propagation Learning in Deep Spike-By-Spike Networks.

David Rotermund, Klaus R. Pawelzik

Frontiers Comput. Neurosci., 2019

2017

Implications for a Wireless, External Device System to Study Electrocorticography.

David Rotermund, Jonas Pistor, Janpeter Hoeffmann, Tim Schellenberg, Dmitriy Boll, Elena Tolstosheeva, Dieter Gauck, Heiko Stemmann, Dagmar Peters-Drolshagen, Andreas K. Kreiter, Martin Schneider, Steffen Paul, Walter Lang, Klaus R. Pawelzik

Sensors, 2017

2016

A Comprehensive Account of Sound Sequence Imitation in the Songbird.

Maren Westkott, Klaus R. Pawelzik

Frontiers Comput. Neurosci., 2016

2015

Learning Dynamics in Economic Games.

Martin Spanknebel, Klaus Pawelzik

CoRR, 2015

2013

Theta-specific susceptibility in a model of adaptive synaptic plasticity.

Christian Albers, Joscha Tapani Schmiedt, Klaus R. Pawelzik

Frontiers Comput. Neurosci., 2013

Perfect Associative Learning with Spike-Timing-Dependent Plasticity.

Christian Albers, Maren Westkott, Klaus Pawelzik

Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

Development of a fully implantable recording system for ECoG signals.

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

Proceedings of the Design, Automation and Test in Europe, 2013

2012

Optimality of Human Contour Integration.

Udo A. Ernst, Sunita Mandon, Nadja Schinkel-Bielefeld, Simon D. Neitzel, Andreas K. Kreiter, Klaus R. Pawelzik

PLoS Comput. Biol., 2012

2010

Spike timing-dependent plasticity as dynamic filter.

Joscha Schmiedt, Christian Albers, Klaus Pawelzik

Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010

2007

Efficient Computation Based on Stochastic Spikes.

Udo Ernst, David Rotermund, Klaus Pawelzik

Neural Comput., 2007

Self-organized critical noise amplification in human closed loop control.

Felix Patzelt, Markus Riegel, Udo Ernst, Klaus R. Pawelzik

Frontiers Comput. Neurosci., 2007

Gain-based Exploration: From Multi-armed Bandits to Partially Observable Environments.

Bailu Si, J. Michael Herrmann, Klaus Pawelzik

Proceedings of the Third International Conference on Natural Computation, 2007

2006

Optimal contour integration: When additive algorithms fail.

Nadja Schinkel, Klaus R. Pawelzik, Udo A. Ernst

Neurocomputing, 2006

Towards On-line Adaptation of Neuro-prostheses with Neuronal Evaluation Signals.

David Rotermund, Udo A. Ernst, Klaus R. Pawelzik

Biol. Cybern., 2006

On-line adaptation of neuro-prostheses with neuronal evaluation signals.

Klaus Pawelzik, Udo A. Ernst, David Rotermund

Proceedings of the 14th European Symposium on Artificial Neural Networks, 2006

2005

Robust integration and detection of noisy contours in a probabilistic neural model.

Nadja Schinkel, Klaus Pawelzik, Udo A. Ernst

Neurocomputing, 2005

Optimal Control Yields Power Law Behavior.

Christian W. Eurich, Klaus Pawelzik

Proceedings of the Artificial Neural Networks: Formal Models and Their Applications, 2005

2004

How ideal do macaque monkeys integrate contours?

Udo A. Ernst, Sunita Mandon, Klaus R. Pawelzik, Andreas K. Kreiter

Neurocomputing, 2004

Robot Exploration by Subjectively Maximizing Objective Information Gain.

Bailu Si, Klaus Pawelzik, J. Michael Herrmann

Proceedings of the 2004 IEEE International Conference on Robotics and Biomimetics, 2004

An Algorithm for Fast Pattern Recognition with Random Spikes.

Udo A. Ernst, David Rotermund, Klaus Pawelzik

Proceedings of the Pattern Recognition, 26th DAGM Symposium, August 30, 2004

2002

Optimal Short-Term Population Coding: When Fisher Information Fails.

Matthias Bethge, David Rotermund, Klaus Pawelzik

Neural Comput., 2002

Synchronizing assemblies perform magnitude-invariant pattern detection.

Rolf D. Henkel, Udo Ernst, Klaus Pawelzik

Neurocomputing, 2002

Population coding with unreliable spikes.

Matthias Bethge, Klaus Pawelzik

Neurocomputing, 2002

Evolution and anti-evolution in a minimal stock market model

R. Rothenstein, Klaus Pawelzik

CoRR, 2002

Binary Tuning is Optimal for Neural Rate Coding with High Temporal Resolution.

Matthias Bethge, David Rotermund, Klaus Pawelzik

Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002

Iterative Population Decoding Based on Prior Beliefs.

Jens R. Otterpohl, Klaus Pawelzik

Proceedings of the Artificial Neural Networks, 2002

2001

A constrained HMM-based approach to the estimation of perceptual switching dynamics in pigeons.

Jens R. Otterpohl, Frank Emmert-Streib, Klaus Pawelzik

Neurocomputing, 2001

Synchronous inhibition as a mechanism for unbiased selective gain control.

Matthias Bethge, Klaus Pawelzik

Neurocomputing, 2001

Spike-frequency adaptation: Phenomenological model and experimental tests.

Jan Benda, Matthias Bethge, Matthias Hennig, Klaus Pawelzik, Andreas V. M. Herz

Neurocomputing, 2001

2000

Learning predictive representations.

J. Michael Herrmann, Klaus Pawelzik, Theo Geisel

Neurocomputing, 2000

Delay adaptation in the nervous system.

Christian W. Eurich, Klaus Pawelzik, Udo Ernst, Andreas Thiel, Jack D. Cowan, John G. Milton

Neurocomputing, 2000

Identification of nonstationary dynamics in physiological recordings.

Jens Kohlmorgen, Klaus-Robert Müller, Jörn Rittweger, Klaus Pawelzik

Biol. Cybern., 2000

1999

Relation Between Retinotopical and Orientation Maps in Visual Cortex.

Udo Ernst, Klaus Pawelzik, Misha Tsodyks, Terrence J. Sejnowski

Neural Comput., 1999

Simultaneous self-organization of place and direction selectivity in a neural model of self-localization.

J. Michael Herrmann, Klaus Pawelzik

Neurocomputing, 1999

Theory of non-classical receptive field phenomena in the visual cortex.

Udo Ernst, Klaus Pawelzik, Fred Wolf, Theo Geisel

Neurocomputing, 1999

Brief pauses as signals for degressing synapses.

Matthias Bethge, Klaus Pawelzik, Theo Geisel

Neurocomputing, 1999

Self-Localization of Autonomous Robots by Hidden Representations.

J. Michael Herrmann, Klaus Pawelzik, Theo Geisel

Auton. Robots, 1999

Hidden Markov gating for prediction of change points in switching dynamical systems.

Stefan Liehr, Klaus Pawelzik, Jens Kohlmorgen, Steven Lemm, Klaus-Robert Müller

Proceedings of the 7th European Symposium on Artificial Neural Networks, 1999

1998

Neural Networks with Dynamic Synapses.

Misha Tsodyks, Klaus Pawelzik, Henry Markram

Neural Comput., 1998

1997

Analysis of Drifting Dynamics with Neural Network Hidden Markov Models.

Jens Kohlmorgen, Klaus-Robert Müller, Klaus Pawelzik

Proceedings of the Advances in Neural Information Processing Systems 10, 1997

Analysis of Wake/Sleep EEG with Competing Experts.

Jens Kohlmorgen, Klaus-Robert Müller, Jörn Rittweger, Klaus Pawelzik

Proceedings of the Artificial Neural Networks, 1997

Geometry of Orientation Preference Map Determines Nonclassical Receptive Field Properties.

Udo Ernst, Klaus Pawelzik, Fred Wolf, Theo Geisel

Proceedings of the Artificial Neural Networks, 1997

1996

Annealed Competition of Experts for a Segmentation and Classification of Switching Dynamics.

Klaus Pawelzik, Jens Kohlmorgen, Klaus-Robert Müller

Neural Comput., 1996

Orientation Contrast Sensitivity from Long-range Interactions in Visual Cortex.

Klaus Pawelzik, Udo Ernst, Fred Wolf, Theo Geisel

Proceedings of the Advances in Neural Information Processing Systems 9, 1996

Prediction of Mixtures.

Klaus Pawelzik, Klaus-Robert Müller, Jens Kohlmorgen

Proceedings of the Artificial Neural Networks, 1996

Precise Restoration of Cortical Orientation Maps Explained by Hebbian Dynamics of Geniculocortical Connections.

Klaus Pawelzik, Hans-Ulrich Bauer, Fred Wolf, Theo Geisel

Proceedings of the Artificial Neural Networks, 1996

Analysis of Drifting Dynamics with Competing Predictors.

Jens Kohlmorgen, Klaus-Robert Müller, Klaus Pawelzik

Proceedings of the Artificial Neural Networks, 1996

1994

Uncovering the synchronization dynamics from correlated neuronal activity quantifies assembly formation.

Josef Deppisch, Klaus Pawelzik, Theo Geisel

Biol. Cybern., 1994

1992

Quantifying the neighborhood preservation of self-organizing feature maps.

Hans-Ulrich Bauer, Klaus R. Pawelzik

IEEE Trans. Neural Networks, 1992

How Oscillatory Neuronal Responses Reflect Bistability and Switching of the Hidden Assembly Dynamics.

Klaus Pawelzik, Hans-Ulrich Bauer, Josef Deppisch, Theo Geisel

Proceedings of the Advances in Neural Information Processing Systems 5, [NIPS Conference, Denver, Colorado, USA, November 30, 1992

1991

Topologieerhaltung und Dimensionsbestimmung: Methoden der nichtlinearen Dynamik in Neuroinformatik und Spracherkennung.

Klaus Pawelzik, Hans-Ulrich Bauer

Proceedings of the Physik und Informatik, 1991

A Topographic Product for the Optimization of Self-Organizing Feature Maps.

Hans-Ulrich Bauer, Klaus Pawelzik, Theo Geisel

Proceedings of the Advances in Neural Information Processing Systems 4, 1991