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Proceedings Paper

Modeling of associative memory in systems of phase oscillators
Author(s): Margarita Kuzmina; Eduard A. Manykin; Irina I. Surina
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Paper Abstract

For the model of coupled phase oscillators, problems of associative memory are considered. It is demonstrated that the networks of oscillators possess some necessary properties for associative memory design. In the case of networks with a tree-like structure of connections, only one pattern can be placed at any prescribed point in the phase space. An approach to the analysis of the number and possible locations of memory images is suggested. It is based on the fact of the existence of invariant sets of critical points.

Paper Details

Date Published: 7 December 1994
PDF: 7 pages
Proc. SPIE 2430, Optical Memory & Neural Networks '94: Optical Neural Networks, (7 December 1994); doi: 10.1117/12.195604
Show Author Affiliations
Margarita Kuzmina, Keldysh Institute of Applied Mathematics (Russia)
Eduard A. Manykin, Kurchatov Institute (Russia)
Irina I. Surina, Kurchatov Institute (Russia)

Published in SPIE Proceedings Vol. 2430:
Optical Memory & Neural Networks '94: Optical Neural Networks
Andrei L. Mikaelian, Editor(s)

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