Nonlinear dynamics of neuromorphic optical system with spatio-temporal interactions

摘要

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. !13