Chaotic itinerancy

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چکیده

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FOCUS ISSUE: Chaotic Itinerancy Chaotic itinerancy

About a decade ago, chaotic itinerancy was proposed as a universal dynamical concept in high-dimensional dynamical systems. This was based on numerical studies in coupled maps, optical turbulence, and neural dynamics. One of the great surprises in ‘‘deterministic chaos’’ was the emergence of essential random behavior even in lowdimensional dynamical systems. In the study of highdimensional chao...

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Chaotic Itinerancy for Patterns Separation

Chaotic neural network with external inputs has been used as a mixed input pattern separator. In contrast to previous work on the subject, highly chaotic dynamical system (LLE ≈ 0.6) is applied here. The network is based on a “dynamical mapping” scheme as an effective framework for cortical mapping. This feature allows for a more effective pattern retrieval and separation by the network.

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Chaotic Itinerancy: A Multi-Disciplinary Perspective

Chaotic itinerancy is characterized here as a general mechanism of high-dimensional systems. The paper focuses on the interplay between the low-dimensional behavior in the vicinity of attractors and the transients of the embedding larger system. Using this interplay we chart the relationship of chaotic itinerancy to some other dynamical concepts and applied notions. From the dynamic computation...

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Chaotic itinerancy in coupled dynamical recognizers.

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ژورنال

عنوان ژورنال: Chaos: An Interdisciplinary Journal of Nonlinear Science

سال: 2003

ISSN: 1054-1500,1089-7682

DOI: 10.1063/1.1607783