Modeling of associative memory in systems of phase oscillators

Margarita Kuzmina; Eduard A. Manykin; Irina I. Surina

doi:10.1117/12.195604

7 December 1994 Modeling of associative memory in systems of phase oscillators

Margarita Kuzmina, Eduard A. Manykin, Irina I. Surina

Proceedings Volume 2430, Optical Memory & Neural Networks '94: Optical Neural Networks; (1994) https://doi.org/10.1117/12.195604
Event: Optical Memory and Neural Networks: International Conference, 1994, Moscow, Russian Federation

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.

Citation Download Citation

Margarita Kuzmina, Eduard A. Manykin, and Irina I. Surina "Modeling of associative memory in systems of phase oscillators", Proc. SPIE 2430, Optical Memory & Neural Networks '94: Optical Neural Networks, (7 December 1994); https://doi.org/10.1117/12.195604

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