Dynamical model of sequential spatial memory: winnerless competition of patterns

Details Dynamical model of sequential spatial memory: winnerless competition of patterns Dynamical model of sequential spatial memory: winnerless competition of patterns

2002-05-13

arxiv.org/abs/nlin/0205026v1

Nonlinear Sciences

Adaptation and Self-Organizing Systems

4 pages, submitted to PRL

Scientific paper

10.1103/PhysRevE.67.011905

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.

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