Stability analysis of nonlinear cellular neural networks with hysteresis in the output dynamics

• Autorzy: Slavova A.
• Języki publikacji: EN

Abstrakty

EN

In this work, hysteresis of cellular neural network is investigated. The general state equation with linear and nonlinear templates is introduced. Moreover, the output equation is own dynamics where the nonlinearity in the feedback is allowed to exibit hysteresis. Stability analysis of this cellular neural network is made. New approach for studying such dynamical systems is introduced using Lyapunov's majorizing equations.

Słowa kluczowe

EN

cellular neural networks; hysteresis; periodic solutions; bifurcations

PL

sieci neuronowe

• Wydawca: Oficyna Wydawnicza Uniwersytetu Zielonogórskiego
• Czasopismo: Applied Mechanics and Engineering
• Rocznik: 1998
• Tom: Vol. 3, no 2
• Strony: 305--322
• Opis fizyczny: Bibliogr. 14 poz., rys., wykr.

Twórcy

autor

Slavova A.

• Department of Mathematics, University of Mining and Geology Sofia 1100, BULGARIA