CAN STOCHASTIC RENEWAL OF MAPS BE A MODEL FOR CEREBRAL-CORTEX

Authors
Citation
I. Tsuda, CAN STOCHASTIC RENEWAL OF MAPS BE A MODEL FOR CEREBRAL-CORTEX, Physica. D, 75(1-3), 1994, pp. 165-178
Citations number
31
Categorie Soggetti
Mathematical Method, Physical Science",Physics,"Physycs, Mathematical
Journal title
ISSN journal
01672789
Volume
75
Issue
1-3
Year of publication
1994
Pages
165 - 178
Database
ISI
SICI code
0167-2789(1994)75:1-3<165:CSROMB>2.0.ZU;2-9
Abstract
We introduce a new type of stochastic dynamics as stochastic renewal o f maps, relating to the neurodynamics of cortical memory process. This stochastic dynamics can be reformulated by a skew product transformat ion of two kinds of variables, one of which describes an underlying dy namical system and the other describes chaotic dynamics, say, Bernoull i shift. The feature of orbits in phase space is investigated in the p articular case of a neurodynamics model for cortical chaotic memories. A new computational result on the functional role of cortical chaos i s obtained. We also present a neurobiological interpretation of psycho logical perception and memories by means of the notion of chaotic itin erancy.