Nonlinear dynamics of neuromorphic optical system with spatio-temporal interactions

Mikhail A. Vorontsov; Nikita G. Iroshnikov

doi:10.1117/12.50436

1 November 1991 Nonlinear dynamics of neuromorphic optical system with spatio-temporal interactions

Mikhail A. Vorontsov, Nikita G. Iroshnikov

Proceedings Volume 1621, Optical Memory and Neural Networks; (1991) https://doi.org/10.1117/12.50436
Event: Optical Memory and Neural Networks, 1991, Zvenigorod, Russian Federation

Abstract

The simplest spatially distributed neuromorphic dynamic system with large-scale spatio- temporal interaction is investigated. The model of the system is nonlinear optical ring cavity with field rotation around optical axis and signal time-delay in the two-dimensional feedback loop. The characteristics of rotary modes of the system are determined by the parameters of nonlocal spatio-temporal interconnections. The competition of rotary modes takes place like in neural networks of WTA type.

Citation Download Citation

Mikhail A. Vorontsov and Nikita G. Iroshnikov "Nonlinear dynamics of neuromorphic optical system with spatio-temporal interactions", Proc. SPIE 1621, Optical Memory and Neural Networks, (1 November 1991); https://doi.org/10.1117/12.50436

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