Prof. Dr. Klaus R. Pawelzik
Address:
Institute for Theoretical Physics
Hochschulring 18
University of Bremen
Postbox 330 440
28334 Bremen, Germany
Phone: +49 421 218 62001
E-Mail: pawelzikprotect me ?!neuro.uni-bremenprotect me ?!.de
Fax: +49 421 218 62014
Raum: 2440 (Cognium)
Article
2020
| Laminski, E. and Pawelzik, K. R. (2020) Reliable detection of causal influences in dynamical systemsarXiv:2008.09486 |
2019
| Capparelli, F. and Pawelzik, K. R. and Ernst, U. A. (2019) Constrained inference in sparse coding reproduces contextual effects and predicts laminar neural dynamicsPLOS Computational Biology |
| Rotermund, D. and Ernst, U. A. and Pawelzik, K. R. (2019) Open Hardware for neuro-prosthesis research: A study about a closed-loop multi-channel system for electrical surface stimulations and measurementsHardwareX |
| Rotermund, D. and Pawelzik, K. R. (2019) Back-propagation learning in deep spike-by-spike networks frontiers in Computational Neuroscience |
| Rotermund, D. and Pawelzik, K. R. (2019) Biologically plausible learning in a deep recurrent spiking networkBioRxiv |
2018
| Grothe, I. and Rotermund, D. and Neitzel, S. D. and Mandon, S. and Ernst, U. A. and Kreiter, A. and Pawelzik, K. R. (2018) Attention selectively gates afferent signal transmission to area V4 The Journal of Neuroscience |
| Rotermund, D. and Pawelzik, K. R. (2018) Massively parallel FPGA hardware for spike-by-spike networksBioRxiv |
2017
| Harnack, D. and Laminski, E. and Schünemann, M. and Pawelzik, K. R. (2017) Topological causality in dynamical systems Physical Review Letters |
| Rotermund, D. and Ernst, U. A. and Pawelzik, K. R. (2017) Open hardware for neuro-prosthesis research: A study about a closed-loop multi-channel system for electrical surface stimulations and measurementsHardwareX |
| Rotermund, D. and Pistor, J. and Höffmann, J. and Schellenberg, T. and Boll, D. and Tolstosheeva, E. and Gauck, D. and Stemmann, H. and Peters-Drolshagen, D. and Kreiter, A. and Schneider, M. and Paul, S. and Lang, W. and Pawelzik, K. R. (2017) Implications for a wireless, external device system to study electrocorticography sensors |
2016
| Albers, C. and Westkott, M. and Pawelzik, K. R. (2016) Learning of Precise Spike Times with Homeostatic Membrane Potential Dependent Synaptic PlasticityPLOSONE |
| Harnack, D. and Pawelzik, K. R. (2016) On Causality in Dynamical SystemsarXiv |
| Rotermund, D. and Pistor, J. and Höffmann, J. and Schellenberg, T. and Boll, D. and Tolstosheeva, E. and Gauck, D. and Peters-Drolshagen, D. and Kreiter, A. and Schneider, M. and Paul, S. and Lang, W. and Pawelzik, K. R. (2016) Open Hardware: Towards a Fully-Wireless Sub-Cranial Neuro-Implant for Measuring Electrocorticography SignalsBioRxiv |
| Westkott, M. and Pawelzik, K. R. (2016) A comprehensive account of sound sequence imitation in the songbird Front. Comput. Neurosci. |
2015
| Grothe, I. and Rotermund, D. and Neitzel, S. D. and Mandon, S. and Ernst, U. A. and Kreiter, A. and Pawelzik, K. R. (2015) Attention selectively gates afferent signal transmission to area V4 The Journal of Neuroscience |
| Harnack, D. and Ernst, U. A. and Pawelzik, K. R. (2015) A model for attentional information routing through coherence predicts biased competition and multistable perception Journal of Neurophysiology |
2013
| Albers, C. and Schmiedt, J. T. and Pawelzik, K. R. (2013) Theta-specific susceptibility in a model of adaptive synaptic plasticity frontiers in Computational Neuroscience |
| Albers, C. and Westkott, M. and Pawelzik, K. R. (2013) Perfect associative learning with spike-timing-dependent plasticity Advances in Neural Information Processing Systems |
| Arevalo Acosta, O. and Bornschlegl, M. and Eberhardt, S. and Ernst, U. A. and Pawelzik, K. R. and Fahle, M. (2013) Dynamics of Dual Prism Adaptation: Relating Novel Experimental Results to a Minimalistic Neural ModelPLOSONE |
| Patzelt, F. and Pawelzik, K. R. (2013) An Inherent Instability of Efficient Markets Scientific Reports |
| Patzelt, F. and Pawelzik, K. R. (2013) The Seesaw Game |
| Rotermund, D. and Ernst, U. A. and Mandon, S. and Taylor, K. and Smiyukha, Y. and Kreiter, A. and Pawelzik, K. R. (2013) Toward high performance, weakly invasive Brain Computer Interfaces using selective visual attention The Journal of Neuroscience |
2012
| Ernst, U. A. and Mandon, S. and Schinkel-Bielefeld, N. and Neitzel, S. D. and Kreiter, A. and Pawelzik, K. R. (2012) Optimality of human contour integrationPLOS Computational Biology |
2011
| Ernst, U. A. and Pawelzik, K. R. (2011) Sensible Balance Science |
| Patzelt, F. and Pawelzik, K. R. (2011) Criticality of Adaptive Control Dynamics Physical Review Letters |
2010
| Schmiedt, J. T. and Albers, C. and Pawelzik, K. R. (2010) Spike timing-dependent plasticity as dynamic filter 24th Annual Conference on Neural Information Processing Systems 2010 |
2009
| Rotermund, D. and Ernst, U. A. and Taylor, K. and Pawelzik, K. R. and Kreiter, A. (2009) Attention Improves Object Representation in Visual Cortical Field Potentials Journal of Neuroscience |
2007
| Ernst, U. A. and Rotermund, D. and Pawelzik, K. R. (2007) Efficient computation based on stochastic spikes Neural Computation |
| Patzelt, F. and Riegel, M. and Ernst, U. A. and Pawelzik, K. R. (2007) Self-Organised Critical Noise Amplification in Human Closed Loop Control Noise in Life 2007: Stochastic Dynamics in the Neurosciences - International workshop, MPIPKS Dresden |
2006
| Rotermund, D. and Ernst, U. A. and Pawelzik, K. R. (2006) Towards on-line adaptation of neuro-prosthesis with neuronal evaluation signals Biological Cybernetics |
| Schinkel-Bielefeld, N. and Ernst, U. A. and Pawelzik, K. R. (2006) Optimal contour integration: When additive algorithms fail Neurocomputing |
2005
| Rothenstein, R. and Pawelzik, K. R. (2005) Limited profit in a predictable stock market Physica A |
2004
| Silberberg, G. and Bethge, M. and Markram, H. and Pawelzik, K. R. and Tsodyks, M. (2004) Dynamics of population rate codes in ensembles of neocortical neurons Journal of Neurophysiology |
2003
| Bethge, M. and Rotermund, D. and Pawelzik, K. R. (2003) Binary tuning is optimal for neural rate coding with high temporal resolution Advances in Neural Information Processing Systems 15 |
| Bethge, M. and Rotermund, D. and Pawelzik, K. R. (2003) Optimal neural rate coding leads to bimodal firing rate distributions Network: Comput. Neural Syst. |
| Bethge, M. and Rotermund, D. and Pawelzik, K. R. (2003) A second order phase transition in neural rate coding: Binary encoding is optimal for rapid signal transmission Phys. Rev. Lett. |
| Rothenstein, R. and Pawelzik, K. R. (2003) Evolution and anti-evolution in a minimal stock market model Physica A |
2002
| Bethge, M. and Pawelzik, K. R. (2002) Geheimsprache der Neuronen Gehirn und Geist |
| Bethge, M. and Pawelzik, K. R. (2002) Population coding with unreliable spikes Neurocomputing |
| Bethge, M. and Rotermund, D. and Pawelzik, K. R. (2002) Optimal short-term population coding: When Fisher information fails Neural Computation |
2001
| Benda, J. and Bethge, M. and Hennig, M. and Pawelzik, K. R. and Herz, A. (2001) Spike-frequency adaptation: Phenomenological model and experimental tests Neurocomputing |
| Bethge, M. and Pawelzik, K. R. (2001) Synchronous inhibition as a mechanism for unbiased selective gain control Neurocomputing |
| Ernst, U. A. and Pawelzik, K. R. and Sahar-Pikielny, C. and Tsodyks, M. (2001) Intracortical origin of visual maps Nature Neuroscience |
| Liehr, S. and Pawelzik, K. R. (2001) Optimal trading from minimizing the period of bankruptcy risk The European Physical Journal B |
| Otterpohl, J. and Emmert-Streib, F. and Pawelzik, K. R. (2001) A constrained HMM-based approach to the estimation of perceptual switching dynamics in pigeons Neurocomputing |
2000
| Bethge, M. and Pawelzik, K. R. (2000) A physiological model of gain control by synchrony European Journal of Neuroscience |
| Liehr, S. and Pawelzik, K. R. (2000) A trading strategy with variable investment from minimizing risk to profit ratio Physica A |
| Liehr, S. and Pawelzik, K. R. and Kohlmorgen, J. and Lemm, S. and Müller, K. (2000) Prediction of financial data with Hidden Markov mixtures of experts International Journal of Theoretical and Applied Finance |
| Otterpohl, J. and Haynes, J. and Emmert-Streib, F. and Vetter, G. and Pawelzik, K. R. (2000) Extracting the dynamics of perceptual switching from noisy behavior: An application of Hidden Markov modeling to pecking data from pigeons Journal of Physiology, Paris |
| Otterpohl, J. and Haynes, J. and Emmert-Streib, F. and Vetter, G. and Pawelzik, K. R. (2000) A stochastic model for the estimation of perceptual switching events in pigeons European Journal of Neuroscience |
| Wolf, F. and Pawelzik, K. R. and Scherf, O. and Geisel, T. and Löwel, S. (2000) How can squint change the spacing of ocular dominance columns? Journal of Physiology, Paris |
1999
| Bethge, M. and Pawelzik, K. R. and Geisel, T. (1999) Brief pauses are signals for depressing synapses Neurocomputing |
| Ernst, U. A. and Pawelzik, K. R. and Tsodyks, M. and Sejnowski, T. (1999) Relation between retinotopic and orientation maps in visual cortex Neural Computation |
| Eurich, C. and Pawelzik, K. R. and Ernst, U. A. and Cowan, J. and Milton, J. (1999) Dynamics of self-organized delay adaptation Physical Review Letters |
| Herrmann, M. and Pawelzik, K. R. and Geisel, T. (1999) Self-localization of autonomous robots by hidden representations Autonomous Robots |
| Kohlmorgen, J. and Müller, K. and Rittweger, J. and Pawelzik, K. R. (1999) Identification of non-stationary dynamics in physiological recordings Biological Cybernetics |
| Liehr, S. and Pawelzik, K. R. and Kohlmorgen, J. and Müller, K. (1999) Hidden Markov mixtures of experts with an application to EEG recordings from sleep Theory in Biosciences |
| Scherf, O. and Pawelzik, K. R. and Wolf, F. and Geisel, T. (1999) Theory of ocular dominance pattern formation Physical Review E |
1998
| Bethge, M. and Pawelzik, K. R. and Geisel, T. (1998) Coherence detection with dynamic synapses Europ. J. Neursocience |
| Ernst, U. A. and Pawelzik, K. R. and Geisel, T. (1998) Delay-induced multistable synchronization of biological oscillators Physical Review E |
| Kohlmorgen, J. and Müller, K. and Pawelzik, K. R. (1998) Analysis of drifting dynamics with neural network hidden Markov modelsNIPS\ 97: Advances in Neural Information Processing Systems 10 |
| Lin, J. and Pawelzik, K. R. and Ernst, U. A. and Sejnowski, T. (1998) Irregular synchronous activity in stochastically-coupled networks of integrate-and-fire neurons Network |
| Tsodyks, M. and Pawelzik, K. R. and Markram, H. (1998) Neural networks with dynamic synapses Neural Computation |
1997
| Bauer, H. and Geisel, T. and Pawelzik, K. R. and Wolf, F. (1997) Selbstorganisierende Neuronale Karten Spektrum der Wissenschaft, Dossier 4/97: Kopf oder Computer, Sonderheft |
| Bauer, H. and Wolf, F. and Pawelzik, K. R. and Geisel, T. (1997) Unique orientation maps from stochastic self-organization |
1996
| Pawelzik, K. R. and Ernst, U. A. and Wolf, F. and Geisel, T. (1996) Orientation contrast sensitivity from long-range interactions in visual cortex Proceedings of the 25th Göttingen Neurobiology Conference |
| Pawelzik, K. R. and Kohlmorgen, J. and Müller, K. (1996) Annealed competition of experts for a segmentation and classification of switching dynamics Neural Computation |
| Wolf, F. and Bauer, H. and Pawelzik, K. R. and Geisel, T. (1996) Organization of the visual cortex Nature |
1995
| Ernst, U. A. and Pawelzik, K. R. and Geisel, T. (1995) Synchronization induced by temporal delays in pulse-coupled oscillators Physical Review Letters |
1994
| Bauer, H. and Pawelzik, K. R. and Wolf, F. and Geisel, T. (1994) Physik im Hirn: Neuronale Netze lernen sehen Forschung Frankfurt |
| Deppisch, J. and Pawelzik, K. R. and Geisel, T. (1994) Uncovering the synchronization dynamics from correlated neuronal activity quantifies assembly formation Biological Cybernetics |
| Pawelzik, K. R. and Buzug, T. and Stamm, J. V. and Pfister, G. (1994) Mutual information and global strange attractors in Taylor-Couette flow Physica D |
1993
| Bauer, H. and Pawelzik, K. R. (1993) Alternating oscillatory and stochastic dynamics in a model for a neuronal assembly Physica D |
| Deppisch, J. and Bauer, H. and Schillen, T. and König, P. and Pawelzik, K. R. and Geisel, T. (1993) Alternating oscillatory and stochastic states in a network of spiking neurons Network |
| Pawelzik, K. R. and Bauer, H. and Deppisch, J. and Geisel, T. (1993) How oscillatory neuronal responses reflect bistability and switching of the hidden assembly dynamicsNIPS\ 93: Advances in Neural Information Processing Systems |
1992
| Bauer, H. and Pawelzik, K. R. (1992) Quantifying the neighborhood preservation of self-organizing feature mapsIEEE Trans. of Neur. Netw. |
| Bauer, H. and Pawelzik, K. R. and Geisel, T. (1992) A topographic product for the optimization of self-organizing feature maps Advances in Neural Information Processing Systems |
1991
| Liebert, W. and Pawelzik, K. R. and Schuster, H. (1991) Optimal embeddings of chaotic attractors from topological considerations Europhysics Letters |
| Pawelzik, K. R. and Schuster, H. (1991) Unstable periodic orbits and prediction Physical Review A |
1990
| Chennaoui, A. and Pawelzik, K. R. and Liebert, W. and Schuster, H. and Pfister, G. (1990) Attractor reconstruction from filtered chaotic time serie Physical Review A |
1987
| Pawelzik, K. R. and Schuster, H. (1987) Generalized dimensions and entropies from measured time series Phys. Rev. A |
Book
2018
| Capparelli, F. and Pawelzik, K. R. and Rotermund, D. and Ernst, U. A. (2018) Generative model of visual cortex with short- and long-range recurrent interactions |
| Dehghani, M. and Pawelzik, K. R. (2018) Detailed balance of excitation and inhibition from Tempotron Learning |
2017
| Capparelli, F. and Rotermund, D. and Pawelzik, K. R. and Ernst, U. A. (2017) Generative models of visual cortex with short and long range horizontal interactions Bernstein Conference 2017 |
2015
| Harnack, D. and Pawelzik, K. R. and Ernst, U. A. (2015) A simplified model for oscillatory population dynamics in visual cortex |
| Patzelt, F. and Pawelzik, K. R. (2015) Stylized dynamics from efficient pricing |
| Spanknebel, M. and Pawelzik, K. R. (2015) Dynamics of human behaviour in prisoner dilemma games Deutsche Physikalische Gesellschaft e.V. |
2014
| Albers, C. and Westkott, M. and Pawelzik, K. R. (2014) Learning spike times with membrane potential dependent plasticity Bernstein Conference 2014, Göttingen |
| Albers, C. and Westkott, M. and Pawelzik, K. R. (2014) Predictive balance of cortical membrane potentials by STDP of inhibitionCOSYNE Abstracts |
| Harnack, D. and Pawelzik, K. R. and Ernst, U. A. (2014) Multistable network dynamics through lateral inhibition: an efficient mechanism for selective information routing |
2013
| Grothe, I. and Rotermund, D. and Neitzel, S. D. and Mandon, S. and Ernst, U. A. and Kreiter, A. and Pawelzik, K. R. (2013) The neuronal input channel switched by attention reflects routing by coherence |
| Grothe, I. and Rotermund, D. and Neitzel, S. D. and Mandon, S. and Ernst, U. A. and Kreiter, A. and Pawelzik, K. R. (2013) Selective synchronization explains transfer characteristics of attention-dependent routing for broad-band flicker signals to monkey area V4 Pion Ltd. |
| Harnack, D. and Ernst, U. A. and Pawelzik, K. R. (2013) A dynamic model for selective visual attention predicts information routing |
| Harnack, D. and Ernst, U. A. and Pawelzik, K. R. (2013) A model for selective visual attention predicts information routing |
| Harnack, D. and Pawelzik, K. R. and Ernst, U. A. (2013) A model for selective visual attention predicts information gating and biased competition |
| Harnack, D. and Pawelzik, K. R. and Ernst, U. A. (2013) A model of selective visual attention predicts biased competition and information routing |
| Pistor, J. and Höffmann, J. and Rotermund, D. and Tolstosheeva, E. and Schellenberg, T. and Boll, D. and Gordillo-Gonzalez, V. and Mandon, S. and Peters-Drolshagen, D. and Kreiter, A. and Schneider, M. and Lang, W. and Pawelzik, K. R. and Paul, S. (2013) Development of a fully implantable recording system for ECoG signals Design, Automation & Test in Europe |
| Rotermund, D. and Boll, D. and Gordillo-Gonzalez, V. and Gould, D. and Hertzberg, T. and Höffmann, J. and Mandon, S. and Peters-Drolshagen, D. and Pistor, J. and Richter, M. and Schellenberg, T. and Tolstosheeva, E. and Widman, G. and Elger, C. and Lang, W. and Paul, S. and Schneider, M. and Pawelzik, K. R. and Kreiter, A. (2013) A wireless and fully implantable recording system for ECoG signals |
2012
| Albers, C. and Pawelzik, K. R. (2012) Control of learning using theta susceptibility of synaptic plasticity dynamics Front. Comput. Neurosci. Conference Abstract |
| Grothe, I. and Neitzel, S. D. and Rotermund, D. and Mandon, S. and Linke, M. and Ernst, U. A. and Pawelzik, K. R. and Kreiter, A. (2012) Interareal gamma-band synchronization in primate ventral visual pathway underlies signal routing during selective attention Society for Neuroscience |
| Harnack, D. and Ernst, U. A. and Pawelzik, K. R. (2012) A model for selective visual attention predicts information routing through coherence |
| Patzelt, F. and Pawelzik, K. R. (2012) Bubbles, Jumps, and Scaling from Properly Anticipated Prices Self-Organization in Complex Systems: The Past, Present, and Future of Synergetics. On the Occasion of the 85th Birthday of Hermann Haken. |
| Patzelt, F. and Pawelzik, K. R. (2012) Extreme Events in Small-Scale Minority Games Latsis Symposium 2012: Economics on the Move |
| Westkott, M. and Pawelzik, K. R. (2012) A biologically realistic approach for learning inverse motor-sensor models Front. Comput. Neurosci. Conference Abstract |
2011
| Albers, C. and Schmiedt, J. T. and Pawelzik, K. R. (2011) Inclusion of NMDA receptor like interactions into the contribution dynamics of synaptic plasticity captures adaptation phenomena in STDP Computational Neuroscience & Neurotechnology Bernstein Conference & Neurex Annual Meeting 2011 |
| Albers, C. and Schmiedt, J. T. and Pawelzik, K. R. (2011) Theta rhythmicity enhances learning in adaptive STDPCoSyne Meeting 2011 |
| Heyken, P. and Traschütz, A. and Harnack, D. and Habekost, B. and Kreiter, A. and Pawelzik, K. R. and Ernst, U. A. and Wegener, D. (2011) Transient activation of MT neurons to stimulus velocity changes: experiments and modelling Front. Comput. Neurosci. |
| Mielke, J. and Patzelt, F. and Pawelzik, K. R. (2011) Tobin Tax in Minority Game Market ModelsDPG Tagung 2011 (13.03.-18.03.): SOE 18: Financial Markets and Risk Managment 1 |
| Rotermund, D. and Grothe, I. and Ernst, U. A. and Pawelzik, K. R. and Neitzel, S. D. and Mandon, S. and Kreiter, A. (2011) Gating of visual processing by selective attention as observed in LFP data of monkey area V4 |
| Rotermund, D. and Linke, M. and Ernst, U. A. and Grothe, I. and Neitzel, S. D. and Mandon, S. and Pawelzik, K. R. and Kreiter, A. (2011) Routing of information flow by selective visual attention in LFPs of monkey area V4 Computational Neuroscience & Neurotechnology Bernstein Conference & Neurex Annual Meeting |
| Rotermund, D. and Pawelzik, K. R. (2011) Compressed Sensing with Stochastic Spikes 20th Annual Computational Neuroscience Meeting CNS (2011) |
2010
| Arevalo Acosta, O. and Bornschlegl, M. and Ernst, U. A. and Pawelzik, K. R. and Fahle, M. (2010) Predicting the dynamics of dual prism adaptation with a biophysically plausible neural model Bernstein Conference on Computational Neuroscience |
| Ernst, U. A. and Rotermund, D. and Taylor, K. and Smiyukha, Y. and Neitzel, S. D. and Kreiter, A. and Pawelzik, K. R. (2010) Discriminability of direction of attention with and without stimuli based on V4 epidural recordings: A perspective for high-performance brain-computer interfacesSfN International Neuroscience Meeting 2010 |
| Neitzel, S. D. and Rotermund, D. and Mandon, S. and Ernst, U. A. and Kreiter, A. and Pawelzik, K. R. (2010) Highly selective processing of temporal information from attended stimuli in macaque’s visual area V4 Front. Comput. Neurosci. |
| Patzelt, F. and Pawelzik, K. R. (2010) Adaptation and criticality in human control behaviour Computations, Decisions and Movement |
| Pawelzik, K. R. (2010) Trading Induces Efficient Adaptive Control Computations, Decisions and Movement |
| Schipper, M. and Ernst, U. A. and Pawelzik, K. R. and Fahle, M. (2010) A Horizontal Bias in Contour Integration: Evidence from Psychophysics and Electrophysiology Perception, ECVP Conference |
| Schmiedt, J. T. and Albers, C. and Pawelzik, K. R. (2010) Spike timing-dependent plasticity as dynamic filter Front. Comput. Neurosci. |
2009
| Albers, C. and Pawelzik, K. R. (2009) Learning in Recurrent Networks with Spike-Timing Dependent Plasticity 18th Annual Computational Neuroscience Meeting (CNS 2009) |
| Arevalo Acosta, O. and Pawelzik, K. R. (2009) Controlling neuronal fluctuations for directed exploration during reinforcement learning 18th Annual Computational Neuroscience Meeting (CNS 2009) |
| Bornschlegl, M. and Arevalo Acosta, O. and Ernst, U. A. and Pawelzik, K. R. and Fahle, M. (2009) Learning of Visuomotor Adaptation: Insights from Experiments and Simulations Bernstein Conference on Computational Neuroscience (BCCN2009) |
| Patzelt, F. and Pawelzik, K. R. (2009) Critical adaptive control may cause scaling laws in human behavior 18th Annual Computational Neuroscience Meeting (CNS 2009) |
| Patzelt, F. and Pawelzik, K. R. (2009) Fast on-line adaptation may cause critical noise amplification in human control behaviour Bernstein Conference on Computational Neuroscience (BCCN2009) |
| Rotermund, D. and Neitzel, S. D. and Ernst, U. A. and Mandon, S. and Taylor, K. and Smiyukha, Y. and Pawelzik, K. R. (2009) Field potentials from macaque area V4 predict attention in single trials with 100\% Frontiers in Computational Neuroscience |
| Rotermund, D. and Neitzel, S. D. and Taylor, K. and Ernst, U. A. and Mandon, S. and Pawelzik, K. R. and Kreiter, A. (2009) Phase differences in local field potentials from macaque monkey area V4, predict attentional state in single trials with 99.6\% accuracy |
| Schinkel-Bielefeld, N. and Ernst, U. A. and Pawelzik, K. R. and Neitzel, S. D. and Mandon, S. and Kreiter, A. and Rosenholtz, R. (2009) Can reduced contour detection performance in the periphery be explained by larger integration fields 18th Annual Computational Neuroscience Meeting (CNS 2009) |
| Schipper, M. and Ernst, U. A. and Pawelzik, K. R. and Fahle, M. (2009) Influence of prior expectations on contour integration: Psychophysics and modelling 18th Annual Computational Neuroscience Meeting (CNS 2009) |
| Schipper, M. and Ernst, U. A. and Pawelzik, K. R. and Fahle, M. (2009) Interactions between top-down and stimulus-driven processes in visual feature integration Bernstein Conference on Computational Neuroscience (BCCN2009) |
| Schmiedt, J. T. and Rotermund, D. and Basar-Eroglu, C. and Pawelzik, K. R. (2009) Decoding perceptual states of ambiguous motion from high gamma EEG Bernstein Conference on Computational Neuroscience (BCCN2009) |
| Schmiedt, J. T. and Rotermund, D. and Basar-Eroglu, C. and Pawelzik, K. R. (2009) High EEG-gamma-power codes perceptual states of ambiguous motion 18th Annual Computational Neuroscience Meeting (CNS 2009) |
2008
| Arevalo Acosta, O. and Hochstein, L. and Bornschlegl, M. and Ernst, U. A. and Pawelzik, K. R. and Fahle, M. (2008) Spatial Transfer in Prism Adaptation Bernstein Symposium 2008 |
| Patzelt, F. and Riegel, M. and Ernst, U. A. and Pawelzik, K. R. (2008) Self-organized critical control in human behavior Proc. DPG spring meeting Berlin 2008 DY 5.3 |
| Pawelzik, K. R. (2008) Does human balance behaviour reflect self-organized critical adaptive control? Bernstein Symposium 2008, |
| Schinkel-Bielefeld, N. and Ernst, U. A. and Pawelzik, K. R. and Neitzel, S. D. and Mandon, S. and Kreiter, A. and Rosenholtz, R. (2008) Human contour integration is optimized for natural imagesSfN International Neuroscience Meeting 2008 |
| Schmiedt, J. T. and Pawelzik, K. R. and Basar-Eroglu, C. (2008) Prediction of cognitive states in bistable perception from EEG data Front. Hum. Neurosci. |
2007
| Cherdron, U. and Pawelzik, R. and Rothenstein, R. and Pawelzik, K. R. (2007) Efficient control in a multi-agent stock market model |
| Patzelt, F. and Riegel, M. and Ernst, U. A. and Pawelzik, K. R. (2007) Self-organised critical noise amplification in human closed loop control |
| Patzelt, F. and Schaumloeffel, M. and Riegel, M. and Ernst, U. A. and Pawelzik, K. R. and Fahle, M. (2007) Temporal factors in figure-ground segregation, object representation, and closed loop eye-hand coordination |
| Rotermund, D. and Ernst, U. A. and Taylor, K. and Pawelzik, K. R. and Kreiter, A. (2007) Attention in monkey area V4 is modulated by task demandSfN International Neuroscience Meeting 2007 |
| Rotermund, D. and Taylor, K. and Ernst, U. A. and Kreiter, A. and Pawelzik, K. R. (2007) Attention improves object representation in monkey area V4 Goettingen Neurobiology Conference |
| Schinkel-Bielefeld, N. and Ernst, U. A. and Mandon, S. and Neitzel, S. D. and Kreiter, A. and Pawelzik, K. R. (2007) Structure of the neuronal interactions underlying human contour integration Sixteenth Annual Computational Neuroscience Meeting: CNS*2007 |
2006
| Ernst, U. A. and Neitzel, S. D. and Schinkel-Bielefeld, N. and Mandon, S. and Kreiter, A. and Pawelzik, K. R. (2006) Modeling systematic errors of human contour detection reveals new mechanisms of contour integration |
| Ernst, U. A. and Schinkel-Bielefeld, N. and Pawelzik, K. R. and Mandon, S. and Neitzel, S. D. and Kreiter, A. (2006) Contour detection from quasi-ideal contour integrationCNS - Computational Neuroscience Conference |
| Pawelzik, K. R. and Ernst, U. A. and Rotermund, D. (2006) Towards on-line adaptation of neuro-prostheses with neuronal evaluation signals |
| Rotermund, D. and Taylor, K. and Ernst, U. A. and Pawelzik, K. R. and Kreiter, A. (2006) Attention improves object discriminability in monkey area V4CNS - Computational Neuroscience Conference |
2005
| Mandon, S. and Ernst, U. A. and Neitzel, S. D. and Schinkel-Bielefeld, N. and Pawelzik, K. R. and Kreiter, A. (2005) Neuronal mechanisms of contour integration investigated by combining psychophysical experiments with probabilistic modeling Proceedings of the 30th Götingen Neurobiology Conference |
| Rotermund, D. and Ernst, U. A. and Pawelzik, K. R. (2005) Processing natural images with single spikes Proceedings of the 30th Göttingen Neurobiology Conference |
| Rotermund, D. and Taylor, K. and Ernst, U. A. and Pawelzik, K. R. and Kreiter, A. (2005) Attention improves object encoding in monkey area V4 |
| Schinkel-Bielefeld, N. and Ernst, U. A. and Pawelzik, K. R. and Mandon, S. and Neitzel, S. D. and Kreiter, A. (2005) Systematic errors of contour detection are predicted by computational mechanisms for contour integration: Theory and Experiments |
2004
| Ernst, U. A. and Schinkel-Bielefeld, N. and Pawelzik, K. R. (2004) Large tuning width can improve contour detection performance in a neural model for robust contour integration |
| Pawelzik, K. R. and Ernst, U. A. and Mandon, S. and Schinkel-Bielefeld, N. and Kreiter, A. (2004) Mechanisms and principles of contour integration revealed by combining psychophysical experiments with probabilistic modelling |
| Pawelzik, K. R. and Rotermund, D. and Ernst, U. A. (2004) A novel framework for universal adaptive computation in a cortex model with stochastic spikes |
2003
| Ernst, U. A. and Mandon, S. and Schinkel-Bielefeld, N. and Kreiter, A. and Pawelzik, K. R. (2003) Rapid contour integration of macaque monkeys and spiking neural networksSfN International Neuroscience Meeting 2003 |
| Pawelzik, K. R. and Rotermund, D. and Ernst, U. A. (2003) Building representations spike by spike Georg Thieme Verlag, Stuttgart |
2002
| Haynes, J. and Ernst, U. A. and Heinze, H. and Pawelzik, K. R. (2002) Spectral and nonspectral analysis of brain state coherencyFENS 2002 |
2001
| Ernst, U. A. and Pawelzik, K. R. (2001) Asymmetric surround suppression coincides with structures of orientation preference map Proceedings of the 28th Göttingen Neurobiology Conference 2001 |
2000
| Ernst, U. A. and Pawelzik, K. R. and Tsodyks, M. and Sahar-Pikielny, C. (2000) Lateral intracortical interactions and random inhomogeneities: A key to the spontaneous emergence of cortical maps in V1 without visual experienceFENS 2000 |
1999
| Ernst, U. A. and Pawelzik, K. R. and Tsodyks, M. and Sejnowski, T. and Geisel, T. (1999) Relationships between cortical maps and receptive fields are determined by lateral cortical feedback Proceedings of the 27th Göttingen Neurobiology Conference 1999 |
| Tsodyks, M. and Ernst, U. A. and Pawelzik, K. R. and Sahar-Pikielny, C. (1999) Intracortical origin of visual cortical maps |
1998
| Pawelzik, K. R. and Ernst, U. A. and Wolf, F. and Geisel, T. (1998) Orientation preference geometry modulates nonclassical receptive field properties Proceedings of the 26th Göttingen Neurobiology Conference 1998 |
1997
| Pawelzik, K. R. and Ernst, U. A. and Wolf, F. and Geisel, T. (1997) Orientation contrast sensitivity from long-range interactions in visual cortex Georg Thieme Verlag Stuttgart/New York |
1996
| Ernst, U. A. and Pawelzik, K. R. and Geisel, T. (1996) Komplexe räumliche Dynamik und Phasenclustering in strukturierten pulsgekoppelten neuronalen Netzen |
1995
| Ernst, U. A. and Pawelzik, K. R. and Geisel, T. (1995) Phasendichtedynamik pulsgekoppelter Oszillatoren mit Delay |
| Ernst, U. A. and Pawelzik, K. R. and Geisel, T. (1995) Using the neuronal time structure for information processing: multistability in pulse coupled neurons with delay Proceedings of the 23rd Göttingen Neurobiology Conference 1995 |
1994
| Ernst, U. A. and Pawelzik, K. R. and Geisel, T. (1994) Synchronisation, Desynchronisation und Gruppenbildung pulsgekoppelter Oszillatoren mit verzögerter Wechselwirkung |
Collection
2006
| Ernst, U. A. and Neitzel, S. D. and Schinkel-Bielefeld, N. and Mandon, S. and Kreiter, A. and Pawelzik, K. R. (2006) Modeling systematic errors of human contour detection reveals new mechanisms of contour integration |
| Pawelzik, K. R. and Rotermund, D. and Taylor, K. and Ernst, U. A. and Kreiter, A. (2006) Attention improves object encoding in monkey area V4 |
2005
| Pawelzik, K. R. and Eurich, C. (2005) Self-organized critical control |
2004
| Rothenstein, R. and Pawelzik, K. R. (2004) No profit in spite of a perfect prediction? How interaction destroys arbitrage Physik-Verlag GmbH |
| Si, B. and Pawelzik, K. R. and Herrmann, M. (2004) Robot exploration by subjectively maximizing objective information gain |
2003
| Rothenstein, R. and Pawelzik, K. R. (2003) Efficiency and the efficient market hypothesis in stock market models Physik-Verlag |
2002
| Bethge, M. and Rotermund, D. and Pawelzik, K. R. (2002) Optimal neural population coding and Fisher information Physik-Verlag GmbH |
| Otterpohl, J. and Pawelzik, K. R. (2002) The Spiking Bayes Machine as a model of top-down control in spike based feature detection Blackwell Publishing |
| Rothenstein, R. and Pawelzik, K. R. (2002) Komplexität von Aktienzeitreihen in einem evolutionären Aktienmodell Physik-Verlag GmbH |
2001
| Bethge, M. and Rotermund, D. and Pawelzik, K. R. (2001) Optimal short-term population coding: When Fisher information fails Neural Computation |
| Ernst, U. A. and Pawelzik, K. R. and Tsodyks, M. (2001) Emergence of feature selectivity from lateral interactions in the visual cortex Handbook of Biological Physics |
| Otterpohl, J. and Pawelzik, K. R. (2001) Adaptive control of expectation as a model for attentional modulation in feature-based visual search |
| Otterpohl, J. and Trenner, D. and Pawelzik, K. R. (2001) Attentional selection of update time scales in generative models: A mechanism for optimal sensory processing? Georg Thieme Verlag, Stuttgart |
| Rothenstein, R. and Pawelzik, K. R. (2001) Self-organized stock market model European Physical Society |
2000
| Liehr, S. and Pawelzik, K. R. (2000) A trading strategy with variable onvestment from minimizing risk to profit ratio European Physical Society |
1999
| Bethge, M. and Pawelzik, K. R. (1999) Classification of coding paradigms with irregular spiking neurons Georg Thieme Verlag |
| Herrmann, M. and Pawelzik, K. R. and Geisel, T. (1999) Self-organization of spatial representations in rats and robots Georg Thieme Verlag |
1998
| Kenet, T. and Arieli, A. and Grinvald, A. and Shoham, D. and Pawelzik, K. R. and Tsodyks, M. (1998) Spontaneous and evoked firing of cortical single neurons are predicted by population activity Society for Neuroscience |
1997
| Pawelzik, K. R. and Bethge, M. and Geisel, T. and Kreiter, A. (1997) Irregular spikes and self-organized synchronous assemblies in a cortical microcircuit Society for Neuroscience |
1996
| Pawelzik, K. R. and Sejnowski, T. (1996) Model for development and function of long-range horizontal connections in neocortex |
| Pawelzik, K. R. and Sejnowski, T. (1996) Model for development of long-range horizontal connections in neocortex and a new hypothesis for their function Georg Thieme Verlag |
| Scherf, O. and Pawelzik, K. R. and Wolf, F. and Geisel, T. (1996) Umordnungsprozesse in Mustern neuronaler Merkmalsrepräsentation |
1995
| Scherf, O. and Pawelzik, K. R. and Wolf, F. and Geisel, T. (1995) Correlation dependence of ocular dominance patterns requires receptive field shrinkage during development Thieme |
| Scherf, O. and Pawelzik, K. R. and Wolf, F. and Geisel, T. (1995) Vereinheitlichte Formulierung selbstorganisierter Merkmalsmodelle: Stabilität, Vergrösserungsfaktor und Lyapunovfunktion |
1994
| Geisel, T. and Löwel, S. and Pawelzik, K. R. and Scherf, O. and Wolf, F. (1994) Korrelationsabhängigkeit kortikaler Repräsentationen durch Modenselektion im Kohonenmodell |
| Pawelzik, K. R. (1994) Detecting coherence in neuronal data Springer |
| Pawelzik, K. R. and Kohlmorgen, J. and Müller, K. (1994) Segmentation und Identifikation schaltender Dynamik |
| Pawelzik, K. R. and Wolf, F. and Deppisch, J. and Geisel, T. (1994) Network dynamics and correlated spikes Kluwer |
| Scherf, O. and Pawelzik, K. R. and Wolf, F. and Geisel, T. and Löwel, S. (1994) A simple method for determining the typical periodicity length of ocular dominance patterns Thieme |
| Wolf, F. and Pawelzik, K. R. and Geisel, T. (1994) Emergence of long range order in maps of orientation preference Thieme, Stuttgart |
| Wolf, F. and Pawelzik, K. R. and Geisel, T. and Kim, D. and Bonhoeffer, T. (1994) Ein Feldanalogiemodell zur Beschreibung von Orientierungspräferenzkarten im visuellen Kortex |
1993
| Deppisch, J. and Pawelzik, K. R. and Geisel, T. (1993) Hidden state model uncovers assembly dynamics Georg Thieme Verlag |
| Wolf, F. and Pawelzik, K. R. and Geisel, T. and Kim, D. and Bonhoeffer, T. (1993) Map structure from pinwheel position Georg Thieme Verlag |
1992
| Deppisch, J. and Bauer, H. and Schillen, T. and König, P. and Pawelzik, K. R. and Geisel, T. (1992) Transient periodicity in a neuronal pool Georg Thieme Verlag |
| Pawelzik, K. R. and Bauer, H. (1992) Topologieerhaltung in Kohonen-Karten |
| Pawelzik, K. R. and Buzug, T. and Pfister, G. (1992) Globale Attraktoren in der Taylor-Couette Strömung |
1991
| Pawelzik, K. R. and Purcaru, G. (1991) Strange attractor and predictability for microseismicity in the Mudurnu fault area |
1990
| Pawelzik, K. R. (1990) Messung von Informationsflüssen in ausgedehnten Systemen |
1989
| Chennaoui, O. and Liebert, W. and Pawelzik, K. R. and Schuster, H. (1989) Filterinversion bei chaotischen Zeitreihen |
| Liebert, W. and Pawelzik, K. R. and Schuster, H. (1989) Optimale Phasenraumrekonstruktion aus chaotischen Zeitreihen |
| Pawelzik, K. R. and Schuster, H. (1989) Vorhersagen mit instabilen periodischen Orbits |
1988
| Pawelzik, K. R. and Schuster, H. (1988) Vorhersage chaotischer Zeitreihen |
1987
| Pawelzik, K. R. and Schuster, H. (1987) Verallgemeinerte Dimensionen und Entropien aus einer experimentellen Zeitreihe |
Conferences
2016
| Capparelli, F. and Rotermund, D. and Ernst, U. A. and Pawelzik, K. R. (2016) Ongoing activity in a spiking network of visual cortical columns representing local optimal inference modules Bernstein Conference 2016 |
2015
| Heyken, P. and Patzelt, F. and Pawelzik, K. R. (2015) Long memory in a minimal trading model Verhandlungen der Deutschen Physikalischen Gesellschaft e.V., DPG Spring Meeting 2015, Physik sozio-ökonomischer Systeme |
2013
| Tolstosheeva, E. and Höffmann, J. and Pistor, J. and Rotermund, D. and Schellenberg, T. and Boll, D. and Hertzberg, T. and Gordillo-Gonzalez, V. and Mandon, S. and Peters-Drolshagen, D. and Schneider, M. and Pawelzik, K. R. and Kreiter, A. and Paul, S. and Lang, W. (2013) Towards a Wireless and fully-implantable ECoG System |
2009
| Rotermund, D. and Neitzel, S. D. and Taylor, K. and Ernst, U. A. and Mandon, S. and Pawelzik, K. R. and Kreiter, A. (2009) Phase differences in local field potentials from macaque monkey area V4 predict attentional state in single trials with 99.6\% accuracy |
2007
| Si, B. and Herrmann, M. and Pawelzik, K. R. (2007) Gain-based Exploration: From Multi-armed Bandits to Partially Observable Environments Proceedings of the International Conference on Natural Computation |
2006
| Pawelzik, K. R. and Ernst, U. A. and Rotermund, D. (2006) On-line adaptation of neuro-prostheses with neuronal evaluation signals Proceedings ESANN’06 |
2005
| Eurich, C. and Pawelzik, K. R. (2005) Optimal control yields power-law behavior Springer-Verlag, Berlin |
| Schinkel-Bielefeld, N. and Pawelzik, K. R. and Ernst, U. A. (2005) Robust integration and detection of noisy contours in a probabilistic neural model Neurocomputing |
2004
| Ernst, U. A. and Mandon, S. and Pawelzik, K. R. and Kreiter, A. (2004) How ideally do macaque monkeys integrate contours? Neurocomputing |
| Ernst, U. A. and Mandon, S. and Schinkel-Bielefeld, N. and Pawelzik, K. R. and Kreiter, A. (2004) Mechanisms and principles of contour integration revealed by combining psychophysical experiments with probabilistic modeling Dynamic Perception Workshop |
| Ernst, U. A. and Rotermund, D. and Pawelzik, K. R. (2004) An algorithm for fast pattern recognition with random spikes 26th DAGM Symposium |
| Pawelzik, K. R. and Ernst, U. A. and Rotermund, D. (2004) Computing spike-by-spike Edition: U.J. Ilg, H.H. Bülthoff and H.A. Mallot |
2002
| Henkel, R. and Ernst, U. A. and Pawelzik, K. R. (2002) Synchronizing assemblies perform magnitude-invariant pattern detection Neurocomputing |
| Otterpohl, J. and Pawelzik, K. R. (2002) Iterative population decoding based on prior beliefs Springer |
2000
| Ernst, U. A. and Pawelzik, K. R. and Tsodyks, M. and Sahar-Pikielny, C. (2000) Spontaneous emergence of orientation preference and direction selectivity through lateral intracortical interactionsCNS 2000 |
| Eurich, C. and Pawelzik, K. R. and Ernst, U. A. and Thiel, A. and Cowan, J. and Milton, J. (2000) Delay adaptation in the nervous system Neurocomputing |
1999
| Ernst, U. A. and Pawelzik, K. R. and Wolf, F. and Geisel, T. (1999) Theory of non-classical receptive field phenomena in the visual cortex Neurocomputing |
| Herrmann, M. and Emmert-Streib, F. and Pawelzik, K. R. and Löffler, A. and Mondada, F. and Rückert, U. (1999) Autonomous robots and neuroethology: Emergence of behavior from a sense of curiosityHNI-Verlagsschriftenreihe, Paderborn |
| Kohlmorgen, J. and Lemm, S. and Müller, K. and Liehr, S. and Pawelzik, K. R. (1999) Fast change point detection in switching dynamics using a Hidden Markov model of prediction expertsIEE, London |
| Liehr, S. and Pawelzik, K. R. and Kohlmorgen, J. and Lemm, S. and Müller, K. (1999) Hidden Markov gating for prediction of change points in switching dynamical systems D-Facto |
| Liehr, S. and Pawelzik, K. R. and Kohlmorgen, J. and Lemm, S. and Müller, K. (1999) Hidden Markov mixtures of experts for prediction of non–stationary dynamicsIEEE, NY |
1998
| Ernst, U. A. and Pawelzik, K. R. and Geisel, T. (1998) Analysing the context dependence of receptive fields in visual cortexICANN 1998 Perspectives in Neural Computing |
| Ernst, U. A. and Pawelzik, K. R. and Wolf, F. and Geisel, T. (1998) Orientation contrast enhancement modulated by differential long-range interaction in visual cortexCNS 1997 |
| Eurich, C. and Ernst, U. A. and Pawelzik, K. R. (1998) Continuous dynamics of neuronal delay adaptationICANN 1998 Perspectives in Neural Computing |
| Herrmann, M. and Pawelzik, K. R. and Geisel, T. (1998) Self-localization by hidden representations Springer, London |
1997
| Ernst, U. A. and Kreiter, A. and Pawelzik, K. R. (1997) Identifying oscillatory and stochastic neuronal behavior with high temporal precision in macaque monkey visual cortexCNS 1996 Proceedings of the Conference on Computational Neuroscience |
| Ernst, U. A. and Pawelzik, K. R. and Wolf, F. and Geisel, T. (1997) Geometry of orientation preference map determines nonclassical receptive field propertiesICANN 1997 Artificial Neural Networks |
| Kohlmorgen, J. and Müller, K. and Pawelzik, K. R. (1997) Segmentation and identification of drifting dynamical systemsIEEE |
| Kohlmorgen, J. and Müller, K. and Rittweger, J. and Pawelzik, K. R. (1997) Analysis of wake/sleep EEG with competing experts Springer, Berlin |
| Pawelzik, K. R. and Sejnowski, T. (1997) A simple model for development and function of long-range connections in neocortex Plenum Press, New York |
| Scherf, O. and Pawelzik, K. R. and Geisel, T. (1997) Reorganization of ocular dominance columns Plenum Press, New York |
1996
| Kohlmorgen, J. and Müller, K. and Pawelzik, K. R. (1996) Analysis of drifting dynamics with competing predictors Springer |
| Pawelzik, K. R. and Bauer, H. and Wolf, F. and Geisel, T. (1996) Precise restoration of cortical orientation maps explained by Hebbian dynamics of geniculocortical connections Springer |
| Pawelzik, K. R. and Müller, K. and Kohlmorgen, J. (1996) Prediction of mixtures Springer |
| Pawelzik, K. R. and Scherf, O. and Wolf, F. and Geisel, T. (1996) Correlation dependence of ocular dominance patterns requires receptive field shrinkage during development Kluwer Academic Press |
1995
| Ernst, U. A. and Pawelzik, K. R. and Geisel, T. (1995) Multistable feature binding with noisy integrate-and-fire neuronsICANN 1995 Proceedings of the International Conference on Articifical Neural Networks |
| Kohlmorgen, J. and Müller, K. and Pawelzik, K. R. (1995) Improving short-term prediction with competing expertsEC2 & Cie, Paris |
| Müller, K. and Kohlmorgen, J. and Pawelzik, K. R. (1995) Analysis of switching dynamics with competing neural networks |
| Müller, K. and Kohlmorgen, J. and Rittweger, J. and Pawelzik, K. R. (1995) Analysing physiological data from the wake-sleep state transition with competing predictors |
| Pawelzik, K. R. and Ernst, U. A. and Geisel, T. (1995) Multistable phase-clustering in networks of spiking neurons Kluwer Academic Publishers |
| Scherf, O. and Pawelzik, K. R. and Geisel, T. (1995) From elastic net to SOFM: the energy function of the convolution modelEC2 & Cie, Paris |
| Wolf, F. and Pawelzik, K. R. and Geisel, T. (1995) Linear and nonlinear dynamics in the development of orientation preference maps Kluwer |
1994
| Ernst, U. A. and Pawelzik, K. R. and Geisel, T. (1994) Multiple phase clustering of globally pulse coupled neurons with delayICANN 1994 Proceedings of the International Conference on Articifical Neural Networks |
| Kohlmorgen, J. and Müller, K. and Pawelzik, K. R. (1994) Competing predictors segment and identify switching dynamics Springer |
| Müller, K. and Kohlmorgen, J. and Pawelzik, K. R. (1994) Segmentation and identification of switching dynamics with competing neural networks |
| Müller, K. and Kohlmorgen, J. and Pawelzik, K. R. (1994) The use of competing neural networks for segmentation and identification of switching dynamics |
| Scherf, O. and Pawelzik, K. R. and Wolf, F. and Geisel, T. (1994) Unification of complementary feature map models Springer |
| Wolf, F. and Pawelzik, K. R. and Geisel, T. (1994) Emergence of long range order in maps of orientation preference Springer |
| Wolf, F. and Pawelzik, K. R. and Geisel, T. and Kim, D. and Bonhoeffer, T. (1994) Optimal smoothness of orientation preference maps Kluwer |
1993
| Bauer, H. and Geisel, T. and Pawelzik, K. R. and Wolf, F. (1993) The formation of representations in the visual cortex Kluwer |
| Bauer, H. and Pawelzik, K. R. and Geisel, T. (1993) Emergence of transient oscillations in an ensemble of neurons Springer |
| Pawelzik, K. R. and Deppisch, J. and Geisel, T. (1993) Hidden assembly dynamics and correlated neuronal activity Springer |
| Wolf, F. and Pawelzik, K. R. and Geisel, T. and Kim, D. and Bonhoeffer, T. (1993) Map structure from pinwheel position Springer |
1992
| Deppisch, J. and Bauer, H. and Schillen, T. and König, P. and Pawelzik, K. R. and Geisel, T. (1992) Stochastic and oscillatory burst activity in a model of spiking neurons Elsevier |
| Pawelzik, K. R. and Bauer, H. (1992) Topologieerhaltung und Dimensionsbestimmung: Methoden der nichtlinearen Dynamik in Neuroinformatik und Spracherkennung Springer |
| Pawelzik, K. R. and Bauer, H. and Geisel, T. (1992) Alternating predictable and unpredictable states in data from cat visual cortex Kluwer Academic |
1991
| Purcaru, G. and Pawelzik, K. R. (1991) A new tool for identification of anomalous seismicity patterns Strasbourg |
Miscellaneous
2012
| Patzelt, F. and Pawelzik, K. R. (2012) How criticality of visuo-motor control behaviour depends on task objective. Computational and Systems Neuroscience (Cosyne) |
| Patzelt, F. and Pawelzik, K. R. (2012) Unstable Price Dynamics as a Result of Information Absorption in Speculative Markets Issue: arXiv:1211.6695 [q-fin.TR] |
2003
| Ziehe, A. and Laskov, P. and Pawelzik, K. R. and Müller, K. (2003) Non-negative sparse coding for general blind source separation |
2001
| Bethge, M. and Silberberg, G. and Markram, H. and Tsodyks, M. and Pawelzik, K. R. (2001) Is population variance a signal for neocortical neurons? Pages: 249 Volume: 1 |
| Bethge, M. and Silberberg, G. and Markram, H. and Tsodyks, M. and Pawelzik, K. R. (2001) Realizing rapid population rate codes in ensembles of neocortical neurons |
| Liehr, S. and Pawelzik, K. R. (2001) Optimal trading from minimizing risk to profit ratio |
| Rothenstein, R. and Pawelzik, K. R. (2001) Market crashes caused by self-organized synchronization |
2000
| Bethge, M. and Pawelzik, K. R. (2000) Analyzing neural codes by optimal estimation: Why Fisher information fails |
| Bethge, M. and Pawelzik, K. R. (2000) Dynamics of optimal population coding: when Fisher information fails Hanse Wissenschaftskolleg, Delmenhorst |
| Eurich, C. and Pawelzik, K. R. (2000) Neuronale Signalverarbeitung |
| Otterpohl, J. and Pawelzik, K. R. (2000) Constrained HMM\textbackslash s and their relation to factorial HMM\textbackslash s |
| Pawelzik, K. R. and Bethge, M. (2000) Ongoing cortical activities and the dynamics of expectations |
| Pawelzik, K. R. and Eurich, C. (2000) Das Gehirn als dynamisches System |
1999
| Bethge, M. and Pawelzik, K. R. (1999) Multiplicative computations with depressing synapses Hanse Wissenschaftskolleg, Delmenhorst |
| Bethge, M. and Pawelzik, K. R. (1999) Multiplicative effect of ongoing and evoked activity |
| Bethge, M. and Pawelzik, K. R. (1999) Selective cortical gain control may underly neuronal response variability Pages: 95 |
| Liehr, S. and Pawelzik, K. R. (1999) Learning and prediction with hierarchically structured models Pages: 34 |
| Liehr, S. and Pawelzik, K. R. (1999) Projekt zur Entwicklung von Finanzprognosen: Analyse der Vorhersagbarkeit von Finanzzeitreihen mit Methoden der Nichtlinearen Dynamik Universität Bremen, Institut für Theoretische Physik |
1998
| Bethge, M. and Pawelzik, K. R. and Geisel, T. (1998) Temporal coding and synfire chains in chaotic networks Pages: 757 Volume: 2 |
| Eurich, C. and Pawelzik, K. R. and Milton, J. (1998) Encoding temporal patterns by delay adaptation in networks of spiking neurons Pages: 115 |
| Herrmann, M. and Pawelzik, K. R. (1998) Emergent place fields in autonomous agents |
| Herrmann, M. and Pawelzik, K. R. and Geisel, T. (1998) How we know where we are: Self-organization of location representations in autonomous agents Pages: 24–25 |
| Herrmann, M. and Pawelzik, K. R. and Geisel, T. (1998) Self-localization of a robot by simultaneous self-organization of place and direction selectivity Pages: 79 |
| Lemm, S. and Kohlmorgen, J. and Müller, K. and Liehr, S. and Pawelzik, K. R. (1998) Annealed HMM learning for fast change point detection in switching dynamics |
1997
| Liehr, S. and Pawelzik, K. R. (1997) Projekt zur Entwicklung von Finanzprognosen: Entwicklung eines globalen Modellierungsansatzes zur Identifikation unterschiedlicher Marktphasen in Finanzzeitreihen Universität Frankfurt, Institute für Experimentelle Physik and Nichtlineare Dynamik |
| Pawelzik, K. R. and Müller, K. and Kohlmorgen, J. (1997) Divisive strategies for predicting non-autonomous and mixed systems |
| Pawelzik, K. R. and Müller, K. and Kohlmorgen, J. (1997) Verfahren zur Erfassung zeitabhängiger Moden dynamischer Systeme |
1995
| Pawelzik, K. R. and Destexhe, A. (1995) Relaxing chaos |
1991
| Pawelzik, K. R. (1991) Nichtlineare Dynamik und Hirnaktivität |
| Pawelzik, K. R. and Purcaru, G. (1991) Analysis of nonlinear dynamics of test area microseismicity in the western end of the North Anatolian Fault |