A concise tutorial description of the cellular neural network (CNN) paradigm is given, along
with a precise taxonomy. The CNN is defined, and the canonical equations are described …

In this paper, we present new conditions ensuring existence, uniqueness, and Global
Asymptotic Stability (GAS) of the equilibrium point for a large class of neural networks. The …

Cellular Nonlinear/neural Network (CNN) technology is both a revolutionary concept and an
experimentally proven new computing paradigm. Analogic cellular computers based on …

Artificial neural networks possess several properties that make them particularly attractive for
applications to modelling and control of complex non-linear systems. Among these …

Convergence characteristics of continuous-time cellular neural networks with discrete
delays are studied. By using Lyapunov functionals, we obtain delay independent sufficient …

Previously, n-double scroll attractors have been introduced by Suykens & Vandewalle. A
generalized Chua's circuit was considered with additional breakpoints in the nonlinear …

This paper investigates the problem of master-slave synchronization of two delayed Lur'e
systems in the presence of parameter mismatches. First, by analyzing the corresponding …

In the paper, we study dynamical behaviors of Hopfield neural networks system with
distributed delays. Some new criteria ensuring the existence and uniqueness, and the …

The main result in this paper is that for a neural circuit of the Hopfield type with a symmetric
connection matrix T, the negative semidefiniteness of T is a necessary and sufficient …

We propose a method of robust nonlinear H/sub/spl infin//master-slave synchronization for
chaotic Lur'e systems with applications to secure communication. The scheme makes use of …