Nonlinear Phenomena in Complex Systems, 2002, Vol.5, No.2, pp.155-160

NONLINEAR PHENOMENA IN COMPLEX SYSTEMS
An Interdisciplinary Journal

2002, Vol.5, No.2, pp.155-160

Geometrical Properties of Phase Space for the Simulated Biological-Like Neural Networks.
Wieslaw A. Kaminski and Grzegorz M. Wojcik

An occurrence of the non-linear dynamics phenomena in the large neural nets based on Hodgkin-Huxley model is demonstrated. Learning phenomena in the structures consisting of neurons connected by the Hebbian synapses are also studied. Analysis of dynamics of such a process in the Poincare section and power spectrum terms is discussed to some extent.
Key words: biological neural networks, nonlinearity, Hebb connections

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