Klaus Pawelzik - researchr alias

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Viewing Publication 1 - 42 from 42

2023

Synaptic self-organization of spatio-temporal pattern selectivityMohammad Dehghani-Habibabadi, Klaus Pawelzik. ploscb, 19(2), February 2023. [doi]

2019

Constrained inference in sparse coding reproduces contextual effects and predicts laminar neural dynamicsFederica Capparelli, Klaus Pawelzik, Udo Ernst. ploscb, 15(10), 2019. [doi]

2013

2010

Spike timing-dependent plasticity as dynamic filterJoscha Schmiedt, Christian Albers, Klaus Pawelzik. nips 2010: 2110-2118 [doi]

2007

Efficient Computation Based on Stochastic SpikesUdo Ernst, David Rotermund, Klaus Pawelzik. neco, 19(5):1313-1343, 2007. [doi]

Gain-based Exploration: From Multi-armed Bandits to Partially Observable EnvironmentsBailu Si, J. Michael Herrmann, Klaus Pawelzik. icnc 2007: 177-182 [doi]

2006

On-line adaptation of neuro-prostheses with neuronal evaluation signalsKlaus Pawelzik, Udo A. Ernst, David Rotermund. esann 2006: 53-58 [doi]

2005

Optimal Control Yields Power Law BehaviorChristian W. Eurich, Klaus Pawelzik. icann 2005: 365-370 [doi]

Robust integration and detection of noisy contours in a probabilistic neural modelNadja Schinkel, Klaus Pawelzik, Udo A. Ernst. ijon, 65-66:211-217, 2005. [doi]

2004

An Algorithm for Fast Pattern Recognition with Random SpikesUdo A. Ernst, David Rotermund, Klaus Pawelzik. dagm 2004: 399-406 [doi]

Robot Exploration by Subjectively Maximizing Objective Information GainBailu Si, Klaus Pawelzik, J. Michael Herrmann. robio 2004: 930-935 [doi]

2002

2001

Spike-frequency adaptation: Phenomenological model and experimental testsJan Benda, Matthias Bethge, Matthias Hennig, Klaus Pawelzik, Andreas V. M. Herz. ijon, 38-40:105-110, 2001. [doi]

Synchronous inhibition as a mechanism for unbiased selective gain controlMatthias Bethge, Klaus Pawelzik. ijon, 38-40:483-488, 2001. [doi]

A constrained HMM-based approach to the estimation of perceptual switching dynamics in pigeonsJens R. Otterpohl, Frank Emmert-Streib, Klaus Pawelzik. ijon, 38-40:1495-1501, 2001. [doi]

2000

Delay adaptation in the nervous systemChristian W. Eurich, Klaus Pawelzik, Udo Ernst, Andreas Thiel, Jack D. Cowan, John G. Milton. ijon, 32-33:741-748, 2000. [doi]

Learning predictive representationsJ. Michael Herrmann, Klaus Pawelzik, Theo Geisel. ijon, 32-33:785-791, 2000. [doi]

Identification of nonstationary dynamics in physiological recordingsJens Kohlmorgen, Klaus-Robert MÃ¼ller, J. Rittweger, Klaus Pawelzik. bc, 83(1):73-84, 2000. [doi]

1999

Brief pauses as signals for degressing synapsesMatthias Bethge, Klaus Pawelzik, Theo Geisel. ijon, 26-27:1-7, 1999. [doi]

Theory of non-classical receptive field phenomena in the visual cortexUdo Ernst, Klaus Pawelzik, Fred Wolf, Theo Geisel. ijon, 26-27:367-374, 1999. [doi]

Relation Between Retinotopical and Orientation Maps in Visual CortexUdo Ernst, Klaus Pawelzik, Misha Tsodyks, Terrence J. Sejnowski. neco, 11(2):375-379, 1999.

Self-Localization of Autonomous Robots by Hidden RepresentationsJ. Michael Herrmann, Klaus Pawelzik, Theo Geisel. arobots, 7(1):31-40, 1999.

Simultaneous self-organization of place and direction selectivity in a neural model of self-localizationJ. Michael Herrmann, Klaus Pawelzik. ijon, 26-27:721-727, 1999. [doi]

Hidden Markov gating for prediction of change points in switching dynamical systemsStefan Liehr, Klaus Pawelzik, Jens Kohlmorgen, Steven Lemm, Klaus-Robert Müller. esann 1999: 405-410 [doi]

1998

Neural Networks with Dynamic SynapsesMisha Tsodyks, Klaus Pawelzik, Henry Markram. neco, 10(4):821-835, 1998.

1997

Geometry of Orientation Preference Map Determines Nonclassical Receptive Field PropertiesUdo Ernst, Klaus Pawelzik, Fred Wolf, Theo Geisel. icann 1997: 231-236

Analysis of Drifting Dynamics with Neural Network Hidden Markov ModelsJens Kohlmorgen, Klaus-Robert Müller, Klaus Pawelzik. nips 1998: 735-741

Analysis of Wake/Sleep EEG with Competing ExpertsJens Kohlmorgen, Klaus-Robert Müller, J. Rittweger, Klaus Pawelzik. icann 1997: 1077-1082

1996

1994

Uncovering the synchronization dynamics from correlated neuronal activity quantifies assembly formationJ. Deppisch, Klaus Pawelzik, Theo Geisel. bc, 71(5):387-399, 1994. [doi]

1992

How Oscillatory Neuronal Responses Reflect Bistability and Switching of the Hidden Assembly DynamicsKlaus Pawelzik, Hans-Ulrich Bauer, J. Deppisch, Theo Geisel. nips 1993: 977-984 [doi]

1991

A Topographic Product for the Optimization of Self-Organizing Feature MapsHans-Ulrich Bauer, Klaus Pawelzik, Theo Geisel. nips 1992: 1141-1147 [doi]

Topologieerhaltung und Dimensionsbestimmung: Methoden der nichtlinearen Dynamik in Neuroinformatik und SpracherkennungKlaus Pawelzik, Hans-Ulrich Bauer. physik 1992: 146-152

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