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Chapter and Conference Paper
Pattern formation in the develo** visual cortex: Topological defects, their generation, motion, and annihilation
The pinwheel-like arrangement of iso-orientation domains around orientation centers is a ubiquitous structural element of orientation preference maps in primary visual cortex. We show that activity-dependent s...
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Chapter and Conference Paper
A Cortical Interpretation of ASSOMs
Self-organizing maps have been successfully used to model map formation in the visual cortex of mammals. When applying natural images as stimuli, properties of the maps obtained for low-dimensional input manif...
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Chapter and Conference Paper
Analysing the Context Dependence of Receptive Fields in Visual Cortex
Stimuli outside the classical receptive field of orientation-selective cells in the visual cortex can strongly modulate the response properties of these cells. Normally, stimuli with orientation contrasts lead...
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Chapter and Conference Paper
Linear and Nonlinear Dynamics in the Development of Orientation Preference Maps
The formation of feature-maps in the develo** visual cortex has become a central system for the study of cooperative phenomena in large neural networks, both theoretically[1, 2] and experimentally [3, 4]. Wi...
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Chapter and Conference Paper
Lévy walks in chaotic systems: Useful formulas and recent applications
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Chapter
The Formation of Representations in the Visual Cortex
We give an introduction to activity-dependent learning in self-organizing neural networks and consider applications to the formation of representations (retinotopic maps) in the visual cortex. In particular we...
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Chapter
Optimal Smoothness of Orientation Preference Maps
We propose a mathematical description for the spatial organization of orientation preference in the visual cortex. The theory is derived from the principle of optimal smoothness and predicts the spatial patter...
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Chapter
Network Dynamics and Correlated Spikes
Oscillatory neuronal responses have been suspected to reveal assembly formation via synchronization. We analyse these data in terms of a hidden-state model, the parameters of which are estimated directly from ...
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Chapter
Alternating Predictable and Unpredictable States in Data From Cat Visual Cortex
Visual inspection of data from cat visual cortex reveals, that the recently discovered 50-Hz-oscillations do not consist of a permanent oscillatory signal during the whole period of stimulation, but instead di...
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Chapter
Field Discontinuities and Islands in a Model of Cortical Map Formation
The existence of field discontinuities, i.e. discontinuities in cortical maps of the retina is well established by neurophysiological investigations in a variety of species [1–4]. In cat, additional geometric ano...
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Chapter and Conference Paper
The role of KAM-tori for the dynamics of nonlinear quantum systems
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Chapter
Deterministic Diffusion — A Quality of Chaos
This paper reports on chaotic systems that can exhibit a deterministic “random” walk as an additional chaotic quality. This diffusive motion is generated within the dynamical system and not by external random ...