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19 April 2024

» arxiv » nlin.AO/0205026

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Dynamical model of sequential spatial memory: winnerless competition of patterns
Philip Seliger ; Lev S. Tsimring ; Mikhail I. Rabinovich ;
Date:	13 May 2002
Subject:	Adaptation and Self-Organizing Systems; Neurons and Cognition \| nlin.AO q-bio.NC
Abstract:	We introduce a new biologically-motivated model of sequential spatial memory which is based on the principle of winnerless competition (WLC). We implement this mechanism in a two-layer neural network structure and present the learning dynamics which leads to the formation of a WLC network. After learning, the system is capable of associative retrieval of pre-recorded sequences of spatial patterns.
Source:	arXiv, nlin.AO/0205026
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