Skip Nav Destination
Close Modal
Update search
NARROW
Format
Journal
TocHeadingTitle
Date
Availability
1-1 of 1
Xuemei Li
Close
Follow your search
Access your saved searches in your account
Would you like to receive an alert when new items match your search?
Sort by
Journal Articles
Publisher: Journals Gateway
Neural Computation (2009) 21 (5): 1434–1458.
Published: 01 May 2009
FIGURES
Abstract
View articletitled, Analysis of Complete Stability for Discrete-Time Cellular Neural Networks with Piecewise Linear Output Functions
View
PDF
for article titled, Analysis of Complete Stability for Discrete-Time Cellular Neural Networks with Piecewise Linear Output Functions
This letter discusses the complete stability of discrete-time cellular neural networks with piecewise linear output functions. Under the assumption of certain symmetry on the feedback matrix, a sufficient condition of complete stability is derived by finite trajectory length. Because the symmetric conditions are not robust, the complete stability of networks may be lost under sufficiently small perturbations. The robust conditions of complete stability are also given for discrete-time cellular neural networks with multiple equilibrium points and a unique equilibrium point. These complete stability results are robust and available.