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ORCIDKlaus Pawelzik
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- affiliation: University of Bremen, Institute for Theoretical Physics
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2020 – today
- 2023
[j32]Mohammad Dehghani-Habibabadi
, Klaus Pawelzik:
Synaptic self-organization of spatio-temporal pattern selectivity. PLoS Comput. Biol. 19(2) (2023)- [c23]Amir Najafi, David Rotermund, Ardalan Najafi, Klaus R. Pawelzik, Alberto García Ortiz:
Empirical Analysis of Full-System Approximation on Non-Spiking and Spiking Neural Networks. MOCAST 2023: 1-5 - 2021
- [j31]Yarib Nevarez, David Rotermund, Klaus R. Pawelzik, Alberto García Ortiz:
Accelerating Spike-by-Spike Neural Networks on FPGA With Hybrid Custom Floating-Point and Logarithmic Dot-Product Approximation. IEEE Access 9: 80603-80620 (2021) - 2020
- [c22]Yarib Nevarez, Alberto García Ortiz, David Rotermund, Klaus R. Pawelzik:
Accelerator Framework of Spike-By-Spike Neural Networks for Inference and Incremental Learning in Embedded Systems. MOCAST 2020: 1-5
2010 – 2019
- 2019
- [j30]David Rotermund, Klaus R. Pawelzik:
Back-Propagation Learning in Deep Spike-By-Spike Networks. Frontiers Comput. Neurosci. 13: 55 (2019) - [j29]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) - 2017
- [j28]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:
Implications for a Wireless, External Device System to Study Electrocorticography. Sensors 17(4): 761 (2017) - 2016
- [j27]Maren Westkott, Klaus R. Pawelzik:
A Comprehensive Account of Sound Sequence Imitation in the Songbird. Frontiers Comput. Neurosci. 10: 71 (2016) - 2015
- [i2]Martin Spanknebel, Klaus Pawelzik:
Learning Dynamics in Economic Games. CoRR abs/1508.05288 (2015) - 2013
- [j26]Christian Albers, Joscha Tapani Schmiedt, Klaus R. Pawelzik:
Theta-specific susceptibility in a model of adaptive synaptic plasticity. Frontiers Comput. Neurosci. 7: 170 (2013) - [c21]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: 893-898 - [c20]Christian Albers, Maren Westkott, Klaus Pawelzik:
Perfect Associative Learning with Spike-Timing-Dependent Plasticity. NIPS 2013: 1709-1717 - 2012
- [j25]Udo A. Ernst, Sunita Mandon, Nadja Schinkel-Bielefeld, Simon D. Neitzel, Andreas K. Kreiter, Klaus R. Pawelzik:
Optimality of Human Contour Integration. PLoS Comput. Biol. 8(5) (2012) - 2010
- [c19]Joscha Schmiedt, Christian Albers, Klaus Pawelzik:
Spike timing-dependent plasticity as dynamic filter. NIPS 2010: 2110-2118
2000 – 2009
- 2007
- [j24]Felix Patzelt, Markus Riegel, Udo Ernst, Klaus R. Pawelzik:
Self-organized critical noise amplification in human closed loop control. Frontiers Comput. Neurosci. 1: 4 (2007) - [j23]Udo Ernst, David Rotermund, Klaus Pawelzik:
Efficient Computation Based on Stochastic Spikes. Neural Comput. 19(5): 1313-1343 (2007) - [c18]Bailu Si, J. Michael Herrmann, Klaus Pawelzik:
Gain-based Exploration: From Multi-armed Bandits to Partially Observable Environments. ICNC (1) 2007: 177-182 - 2006
- [j22]David Rotermund, Udo A. Ernst, Klaus R. Pawelzik:
Towards On-line Adaptation of Neuro-prostheses with Neuronal Evaluation Signals. Biol. Cybern. 95(3): 243-257 (2006) - [j21]Nadja Schinkel, Klaus R. Pawelzik, Udo A. Ernst:
Optimal contour integration: When additive algorithms fail. Neurocomputing 69(10-12): 1297-1300 (2006) - [c17]Klaus Pawelzik, Udo A. Ernst, David Rotermund:
On-line adaptation of neuro-prostheses with neuronal evaluation signals. ESANN 2006: 53-58 - 2005
- [j20]Nadja Schinkel, Klaus Pawelzik, Udo A. Ernst:
Robust integration and detection of noisy contours in a probabilistic neural model. Neurocomputing 65-66: 211-217 (2005) - [c16]Christian W. Eurich, Klaus Pawelzik:
Optimal Control Yields Power Law Behavior. ICANN (2) 2005: 365-370 - 2004
- [j19]Udo A. Ernst, Sunita Mandon, Klaus R. Pawelzik, Andreas K. Kreiter:
How ideal do macaque monkeys integrate contours? Neurocomputing 58-60: 971-977 (2004) - [c15]Udo A. Ernst, David Rotermund, Klaus Pawelzik:
An Algorithm for Fast Pattern Recognition with Random Spikes. DAGM-Symposium 2004: 399-406 - [c14]Bailu Si, Klaus Pawelzik, J. Michael Herrmann:
Robot Exploration by Subjectively Maximizing Objective Information Gain. ROBIO 2004: 930-935 - 2002
- [j18]Matthias Bethge, Klaus Pawelzik:
Population coding with unreliable spikes. Neurocomputing 44-46: 323-328 (2002) - [j17]Rolf D. Henkel, Udo Ernst, Klaus Pawelzik:
Synchronizing assemblies perform magnitude-invariant pattern detection. Neurocomputing 44-46: 429-433 (2002) - [j16]Matthias Bethge, David Rotermund, Klaus Pawelzik:
Optimal Short-Term Population Coding: When Fisher Information Fails. Neural Comput. 14(10): 2317-2351 (2002) - [c13]Jens R. Otterpohl, Klaus Pawelzik:
Iterative Population Decoding Based on Prior Beliefs. ICANN 2002: 229-234 - [c12]Matthias Bethge, David Rotermund, Klaus Pawelzik:
Binary Tuning is Optimal for Neural Rate Coding with High Temporal Resolution. NIPS 2002: 189-196 - [i1]R. Rothenstein, Klaus Pawelzik:
Evolution and anti-evolution in a minimal stock market model. CoRR nlin.AO/0211010 (2002) - 2001
- [j15]Jan Benda, Matthias Bethge, Matthias Hennig, Klaus Pawelzik, Andreas V. M. Herz:
Spike-frequency adaptation: Phenomenological model and experimental tests. Neurocomputing 38-40: 105-110 (2001) - [j14]Matthias Bethge, Klaus Pawelzik:
Synchronous inhibition as a mechanism for unbiased selective gain control. Neurocomputing 38-40: 483-488 (2001) - [j13]Jens R. Otterpohl, Frank Emmert-Streib, Klaus Pawelzik:
A constrained HMM-based approach to the estimation of perceptual switching dynamics in pigeons. Neurocomputing 38-40: 1495-1501 (2001) - 2000
- [j12]Jens Kohlmorgen, Klaus-Robert Müller, Jörn Rittweger, Klaus Pawelzik:
Identification of nonstationary dynamics in physiological recordings. Biol. Cybern. 83(1): 73-84 (2000) - [j11]Christian W. Eurich, Klaus Pawelzik, Udo Ernst, Andreas Thiel, Jack D. Cowan, John G. Milton:
Delay adaptation in the nervous system. Neurocomputing 32-33: 741-748 (2000) - [j10]J. Michael Herrmann, Klaus Pawelzik, Theo Geisel:
Learning predictive representations. Neurocomputing 32-33: 785-791 (2000)
1990 – 1999
- 1999
- [j9]J. Michael Herrmann, Klaus Pawelzik, Theo Geisel:
Self-Localization of Autonomous Robots by Hidden Representations. Auton. Robots 7(1): 31-40 (1999) - [j8]Matthias Bethge, Klaus Pawelzik, Theo Geisel:
Brief pauses as signals for degressing synapses. Neurocomputing 26-27: 1-7 (1999) - [j7]Udo Ernst, Klaus Pawelzik, Fred Wolf, Theo Geisel:
Theory of non-classical receptive field phenomena in the visual cortex. Neurocomputing 26-27: 367-374 (1999) - [j6]J. Michael Herrmann, Klaus Pawelzik:
Simultaneous self-organization of place and direction selectivity in a neural model of self-localization. Neurocomputing 26-27: 721-727 (1999) - [j5]Udo Ernst, Klaus Pawelzik, Misha Tsodyks, Terrence J. Sejnowski:
Relation Between Retinotopical and Orientation Maps in Visual Cortex. Neural Comput. 11(2): 375-379 (1999) - [c11]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: 405-410 - 1998
- [j4]Misha Tsodyks, Klaus Pawelzik, Henry Markram:
Neural Networks with Dynamic Synapses. Neural Comput. 10(4): 821-835 (1998) - 1997
- [c10]Udo Ernst, Klaus Pawelzik, Fred Wolf, Theo Geisel:
Geometry of Orientation Preference Map Determines Nonclassical Receptive Field Properties. ICANN 1997: 231-236 - [c9]Jens Kohlmorgen, Klaus-Robert Müller, Jörn Rittweger, Klaus Pawelzik:
Analysis of Wake/Sleep EEG with Competing Experts. ICANN 1997: 1077-1082 - [c8]Jens Kohlmorgen, Klaus-Robert Müller, Klaus Pawelzik:
Analysis of Drifting Dynamics with Neural Network Hidden Markov Models. NIPS 1997: 735-741 - 1996
- [j3]Klaus Pawelzik, Jens Kohlmorgen, Klaus-Robert Müller:
Annealed Competition of Experts for a Segmentation and Classification of Switching Dynamics. Neural Comput. 8(2): 340-356 (1996) - [c7]Klaus Pawelzik, Klaus-Robert Müller, Jens Kohlmorgen:
Prediction of Mixtures. ICANN 1996: 127-132 - [c6]Klaus Pawelzik, Hans-Ulrich Bauer, Fred Wolf, Theo Geisel:
Precise Restoration of Cortical Orientation Maps Explained by Hebbian Dynamics of Geniculocortical Connections. ICANN 1996: 415-419 - [c5]Jens Kohlmorgen, Klaus-Robert Müller, Klaus Pawelzik:
Analysis of Drifting Dynamics with Competing Predictors. ICANN 1996: 785-790 - [c4]Klaus Pawelzik, Udo Ernst, Fred Wolf, Theo Geisel:
Orientation Contrast Sensitivity from Long-range Interactions in Visual Cortex. NIPS 1996: 90-96 - 1994
- [j2]Josef Deppisch, Klaus Pawelzik, Theo Geisel:
Uncovering the synchronization dynamics from correlated neuronal activity quantifies assembly formation. Biol. Cybern. 71(5): 387-399 (1994) - 1992
- [j1]Hans-Ulrich Bauer, Klaus R. Pawelzik:
Quantifying the neighborhood preservation of self-organizing feature maps. IEEE Trans. Neural Networks 3(4): 570-579 (1992) - [c3]Klaus Pawelzik, Hans-Ulrich Bauer, Josef Deppisch, Theo Geisel:
How Oscillatory Neuronal Responses Reflect Bistability and Switching of the Hidden Assembly Dynamics. NIPS 1992: 977-984 - 1991
- [c2]Hans-Ulrich Bauer, Klaus Pawelzik, Theo Geisel:
A Topographic Product for the Optimization of Self-Organizing Feature Maps. NIPS 1991: 1141-1147 - [c1]Klaus Pawelzik, Hans-Ulrich Bauer:
Topologieerhaltung und Dimensionsbestimmung: Methoden der nichtlinearen Dynamik in Neuroinformatik und Spracherkennung. Physik und Informatik 1991: 146-152
Coauthor Index
aka: Udo A. Ernst
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