Max Planck Institute for Dynamics and Self-Organization -- Department for Nonlinear Dynamics and Network Dynamics Group
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Publications of Klaus Pawelzik

C. Eurich, K. Pawelzik, U. Ernst, A. Thiel, J.D. Cowan, and J.G. Milton (2000).
Delay Adaptation in the Nervous System
Neurocomputing 32:741-748.

F. Wolf, K. Pawelzik, O. Scherf, T. Geisel, and S. Löwel (2000).
How can squint change the spacing of ocular dominance columns?
J. Physiol. 94:525. download file

J.M. Herrmann, K. Pawelzik, and T. Geisel (2000).
Learning predictive representations
Neurocomputing 32-33:785-791.

U. Ernst, K. Pawelzik, M.V. Tsodyks, and C. Sahar-Pikielny (2000).
Lateral Intracortical Interactions and Random Inhomogeneities: A Key to the Spontaneous Emergence of Cortical Maps in V1
In: FENS Conference 2000.

C.W. Eurich, K. Pawelzik, U. Ernst, A. Thiel, J. Cowan, and J. Milton (1999).
Dynamics of Self-Organized Delay Adaptation
Phys. Rev. Lett. 82:1594-1597. download file

J.M. Herrmann, F. Emmert-Streib, and K. Pawelzik (1999).
Autonomous robots and neuroethology: emergence of behavior from a sense of curiosity
In: Proceedings of the 1st International Khepera Workshop, edited by A. Löffler and F. Mondada and U. Rückert. HNI Verlagschriftenreihe, pages 89-98.

J.M. Herrmann, K. Pawelzik, and T. Geisel (1999).
Self-organization of predictive presentations
In: Proc. ICANN 99, pages 186-191.

J.M. Herrmann, and K. Pawelzik (1999).
Simultaneous self-organization of place and direction selectivity in a neural model of self-localization
Neurocomputing 26-27(1-3):721-727.

U. Ernst, K. Pawelzik, F. Wolf, and T. Geisel (1999).
Theory of Nonclassical Receptive Field Phenomena in the Visual Cortex
Neurocomputing 26–27:367–374.

U. Ernst, K. Pawelzik, M. Tsodyks, and T.J. Sejnowski (1999).
Relation Between Retinotopical and Orientation Maps in Visual Cortex
Neural Computation 11:375–379.

U. Ernst, K. Pawelzik, M.V. Tsodyks, and C. Sahar-Pikielny (1999).
Relationships Between Cortical Maps and Receptive are Determined by Lateral Cortical Feedback
In: Proceedings of the 27th Göttingen Neurobiology Conference. Georg-Thieme-Verlag, Stuttgart/New York, pages 168.

C.W. Eurich, U. Ernst, and K. Pawelzik (1998).
Continuous Dynamics of Neuronal Delay Adaption
In: Perspectives in Neural Computing, International Conference on Artificial Neural Networks, ICANN 98, edited by l. Niklasson and M. Boden and T. Ziemke. Springer-Verlag, London, pages 355–360.

H.-. Bauer, F. Wolf, K. Pawelzik, and T. Geisel (1998).
Unique orientation maps from stochastic self-organization
Unpublished.

J. Lin, K. Pawelzik, U. Ernst, and T. Sejnowski (1998).
Irregular synchonous activity in stochastically-coupled networks of integrate-and-fire neurons
Network 9:333–344.

K. Pawelzik, U. Ernst, F. Wolf, and T. Geisel (1998).
Orientation Preference Geometry Modulated Nonclassical Receptive Field Properties
In: New Neuroethology on the Move - Proceedings of the 26th Göttingen Neurobiology Conference. Georg-Thieme-Verlag, Stuttgart/New York, pages 759.

M. Bethge, K. Pawelzik, and T. Geisel (1998).
Temporal Coding and Synfire Chains in Chaotic Networks
In: Göttingen Neurobiology Report 1998, Proceedings of the 26th Göttingen Neurobiology Conference, edited by N. Elsner and R. Wehner. Thieme, Stuttgart, pages 757.

M. Herrmann, K. Pawelzik, and T. Geisel (1998).
Self-Localization by Hidden Representations
In: Proceedings for the 8th International Conference on Artificial Neural Networks, ICANN 98, edited by L. Niklasson and M. Boden and T. Ziemke. Springer, pages 1103.

M. Herrmann, K. Pawelzik, and T. Geisel (1998).
Self-localization of a robot by simultaneous self-organization of place and direction selectivity
In: Proceedings Second International Conference on Cognitive and Neural Systems, Boston 1998, pages 79.

U. Ernst, K. Pawelzik, F. Wolf, and T. Geisel (1998).
Orientation contrast enhancement modulated by differential long-range interaction in visial cortex
In: Computational Neuroscience: Trends in Research (CNS 97). Plenum Press, New York, London, pages 361–366.

U. Ernst, K. Pawelzik, and T. Geisel (1998).
Delay-induced multistable synchronization of biological oscillators
Phys. Rev. E. 57:2150.

U. Ernst, K. Pawelzik, and T. Geisel (1998).
Analysing the Context Dependence of Receptive Fields in Visual Cortex
In: Perspectives in Neural Computing: ICANN 98, edited by L. Niklasson and M. Boden and T. Ziemke. Springer-Verlag, London, pages 343–348.

U. Ernst, K. Pawelzik, and T. Geisel (1998).
Orientation preferences geometry modulates nonclassical receptive field properties
In: New Neuroethology on the Move - Proceedings of the 26th Göttingen Neurobiology Conference, edited by N. Elsner and R. Wehner. Thieme, Stuttgart/New York, pages 759.

K. Pawelzik, U. Ernst, F. Wolf, and T. Geisel (1997).
Geometry of orientation preference map determines nonclassical receptive field properties
In: Proceedings of the International Conference on Artificial Neural Networks, ICANN'97.

F. Wolf, H.-. Bauer, K. Pawelzik, and T. Geisel (1996).
Organization of the visual cortex
Nature 382:306–307. download file

H.-. Bauer, T. Geisel, K. Pawelzik, and F. Wolf (1996).
Self-organizing neuronal maps
Bericht 102:1–14.

H.-. Bauer, T. Geisel, K. Pawelzik, and F. Wolf (1996).
Selbstorganisierende neuronale Karten
Spektrum der Wissenschaft 4:38.

K. Pawelzik, J. Kohlmorgen, and K.-. Müller (1996).
Annealed Competition of Experts for a Segmentation and Classification of Switching Dynamics
Neural Computation 8(2):340–356.

K. Pawelzik, U. Ernst, F. Wolf, and T. Geisel (1996).
Orientation contrast sensitivity from long-range interactions in visual cortex
In: Proceedings of the Conference on Neural Information Processing Systems, NIPS'96.

U. Ernst, A. Kreiter, K. Pawelzik, and T. Geisel (1996).
Identifying oscillatory and stochastic neuronal behaviour with high temporal precision in macaque monkey visual cortex
In: Proceedings of the Conference on Computational Neuroscience, CNS'96.

K. Pawelzik, H.-. Bauer, F. Wolf, and T. Geisel (1995).
Precise restoration of cortical orientation maps explained by Hebbian dynamics of geniculocortical connections
In: ICANN96: Proceedings of the International Conference on Artificial Neural Networks, edited by C. von der Malsburg and others. Springer Verlag, Berlin, pages 409-414.

O. Scherf, K. Pawelzik, F. Wolf, and T. Geisel (1995).
Correlation dependence of ocular dominance patterns requires receptive field shrinkage during development
In: Learning and Memory, Proceedings of the 23rd Göttingen Neurobiology Conference, edited by N. Elsner and R. Menzel. Thieme Verlag, Stuttgart, pages 94.

O. Scherf, K. Pawelzik, and T. Geisel (1995).
From elastic net to SOFM: The energy function of the convolution model
In: In Proceedings of the International Conference on Artificial Neural Networks. EC2 & Cie, Paris, pages 39.

U. Ernst, K. Pawelzik, and T. Geisel (1995).
Synchronization induced by temporal delays in pulse-coupled oscillators
Phys. Rev. Lett. 74:1570. download file

U. Ernst, K. Pawelzik, and T. Geisel (1995).
Multistable feature binding with noisy integrate-and-fire neurons
In: Proceedings of the International Conference on Artificial Neural Networks, ICANN'95. EC2 & Cie, Paris, pages 549.

F. Wolf, K. Pawelzik, M. Riesenhuber, and T. Geisel (1994).
Emergence of long range order in maps of orientation preference
In: Göttingen Neurobiology Report, edited by N. Elsner and H. Breer. Thieme Verlag, Stuttgart, pages 540.

F. Wolf, K. Pawelzik, T. Geisel, D.S. Kim, and T. Bonhoeffer (1994).
Optimal smoothness of orientation preference maps
In: Computation in Neurons and Neural Systems, edited by F. H. Eeckman, pages 97.

F. Wolf, K. Pawelzik, and T. Geisel (1994).
Emergence of long range order in maps of orientation preference
In: Proceedings of the International Conference on Artificial Neural Networks, edited by M. Marinaro and P. G. Morasso. Springer Verlag, Berlin, pages 38.

F. Wolf, K. Pawelzik, and T. Geisel (1994).
Linear and nonlinear evolution in maps of orientation preference
In: Computation and Neural Systems, edited by F. H. Eeckman and J. Bower. Kluwer Academic Publishers, Boston.

H.-. Bauer, K. Pawelzik, F. Wolf, and T. Geisel (1994).
Physik im Hirn: Neuronale Netze lernen sehen
Forschung Frankfurt 1:16.

H.-. Bauer, T. Geisel, K. Pawelzik, and F. Wolf (1994).
The formation of representations in the visual cortex
In: From Statistical Physics to Statistical Inference and Back, edited by J.-P. Nadal and P. Grassberger. Kluwer Academic Publishers, pages 249.

J. Deppisch, K. Pawelzik, and T. Geisel (1994).
Uncovering the synchronization dynamics from correlated neuronal activity quantifies assembly formation
Biol.Cybern. 71:387–399.

K. Pawelzik, F. Wolf, J. Deppisch, and T. Geisel (1994).
Network dynamics and correlated spikes
In: Computation and Neural Systems, edited by F. H. Eeckman. Kluwer Academic Publishers, Boston, pages 103.

K. Pawelzik, U. Ernst, and T. Geisel (1994).
Multistable phase-clustering in networks of spiking neurons
In: Proceedings of the Conference on Computational Neuroscience, CNS'94. Cluwer Academic Publishers, pages 293.

O. Scherf, K. Pawelzik, F. Wolf, T. Geisel, and S. Löwel (1994).
A simple method for determining the typical periodicity length of ocular dominance patterns
In: Göttingen Neurobiology Report. Thieme Verlag, Stuttgart, pages 510.

O. Scherf, K. Pawelzik, F. Wolf, and T. Geisel (1994).
Unification of complementary feature map models
In: Proceedings of the International Conference on Artificial Neural Networks. Springer Verlag, Berlin, pages 338–341.

U. Ernst, K. Pawelzik, and T. Geisel (1994).
Multiple phase clustering of globally pulse coupled neurons with delay
In: In Proceedings of the International Conference on Artificial Neural Networks, ICANN'94. Springer Verlag, Berlin, pages 1063.

F. Wolf, K. Pawelzik, T. Geisel, D.S. Kim, and T. Bonhoeffer (1993).
Map structure from pinwheel position
In: Proceedings of the International Conference on Artificial Neural Networks. Springer Verlag, London, pages 131.

F. Wolf, K. Pawelzik, and T. Geisel (1993).
Linear and Nonlinear Dynamics in the Development of Orientation Preference Maps
In: The Neurobiology of Computation, edited by J.M. Bower. CNS, pages 359–364.

H.-. Bauer, K. Pawelzik, and T. Geisel (1993).
Emergence of transient oscillations in an ensemble of neurons
In: Proceedings of the International Conference on Artificial Neural Networks. Elsevier, pages 136.

H.-. Bauer, and K. Pawelzik (1993).
Alternating oscillatory and stochastic dynamics in a model for a neuronal assembly
Physica D 69:380–393.

J. Deppisch, H.-. Bauer, T. Schillen, P. König, K. Pawelzik, and T. Geisel (1993).
Alternating oscillatory and stochastic states in a network of spiking neurons
Network 4:243–254.

K. Pawelzik, F. Wolf, T. Geisel, D.S. Kim, and T. Bonhoeffer (1993).
Map structure from pinwheel position
In: Gene - Brain - Behaviour. Thieme Verlag, Stuttgart, pages 436.

K. Pawelzik, H.-. Bauer, J. Deppisch, and T. Geisel (1993).
How oscillatory neuronal responses reflect bistability and switching of the hidden assembly dynamics
In: Neural Information Processing Systems, edited by S. Hanson and others. Morgan Kauffman, pages 977–984.

K. Pawelzik, H.-. Bauer, and T. Geisel (1993).
Alternating predictable and unpredictable states in data from cat visual cortex
In: Computation and Neural Systems. Kluwer Academic Publishers, Boston, pages 487.

H.-. Bauer, K. Pawelzik, and T. Geisel (1992).
A topographic product for the optimization of self-organizing feature maps
In: Neural Information Processing Systems, edited by J. Moody and others. Morgan Kauffman, pages 1141.

H.-. Bauer, and K. Pawelzik (1992).
Quantifying the neighborhood preservation of self-organizing feature maps
IEEE Trans. Neur. Netw. 3(4):570.

J. Deppisch, H.-. Bauer, T. Schillen, P. König, K. Pawelzik, and T. Geisel (1992).
Stochastic and oscillatory burst activity in a model of spiking neurons
In: Proceedings of the International Conference on Artificial Neural Networks, edited by I. Aleksander and J. Taylor. Elsevier, London, pages 921.

J. Deppisch, H.-. Bauer, T. Schillen, P. König, K. Pawelzik, and T. Geisel (1992).
Transient periodicity in a neuronal pool
In: Rhythmogenesis in Neurons and Networks, edited by N. Elsner. Thieme Verlag, Stuttgart, pages 418.

K. Pawelzik, and H.-. Bauer (1992).
Topologieerhaltung und Dimensionsbestimmung: Methoden der nichtlinearen Dynamik in Neuroinformatik und Spracherkennung
In: Physik und Informatik-Informatik und Physik. Springer Verlag, pages 146–152.