Title :
An equilibrium analysis of CNNs
Author :
Joy, Mark P. ; Tavsanoglu, Vedat
Author_Institution :
Sch. of Math., Kingston Univ., UK
fDate :
1/1/1998 12:00:00 AM
Abstract :
In this paper, we study the equilibrium set of cellular neural networks (CNNs). We establish new conditions for the stability of equilibria in delayed cellular neural networks (DCNNs), and we also study the topology of the equilibrium set-whether equilibria are isolated
Keywords :
cellular neural nets; eigenvalues and eigenfunctions; matrix algebra; stability; topology; cellular neural networks; delayed CNN; equilibrium analysis; equilibrium set; stability of equilibria; topology; Analog integrated circuits; Cellular neural networks; Eigenvalues and eigenfunctions; Feedback loop; Integrated circuit synthesis; Jacobian matrices; Low voltage; Photonic band gap; Resistors; Temperature sensors;
Journal_Title :
Circuits and Systems I: Fundamental Theory and Applications, IEEE Transactions on
