Title
Nonlinear dynamical properties of a somatosensory cortical model
Abbreviated Journal Title
Inf. Sci.
Keywords
MINICOLUMNAR ORGANIZATION; CORTEX; POPULATIONS; COLUMNS; MONKEY; CAT; SI; Computer Science, Information Systems
Abstract
This paper studies the existence of temporal diversity among cells in a neural network model of the somatosensory cortex. The model is based on extensive experimental observations of actual cell behavior. Phase space and Poincare section plots of time series data generated from the model show intricate dynamics. Using spectral analysis, we show that system follows quasiperiodic route to chaos. The dynamics of the system is summarized by constructing a bifurcation diagram and by determination of the Lyapunov exponent. (C) 2001 Elsevier Science Inc. All rights reserved.
Journal Title
Information Sciences
Volume
132
Issue/Number
1-4
Publication Date
1-1-2001
Document Type
Article
Language
English
First Page
53
Last Page
66
WOS Identifier
ISSN
0020-0255
Recommended Citation
"Nonlinear dynamical properties of a somatosensory cortical model" (2001). Faculty Bibliography 2000s. 8081.
https://stars.library.ucf.edu/facultybib2000/8081
Comments
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