Multistability of Almost Periodic Solution for Memristive Cohen-Grossberg Neural Networks With Mixed Delays

• Published in: IEEE transaction on neural networks and learning systems Vol. 31; no. 6; pp. 1914 - 1926
• Main Authors: Qin, Sitian, Ma, Qiang, Feng, Jiqiang, Xu, Chen
• Format: Journal Article
• Language: English
• Published: United States IEEE 01.06.2020; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Activation; Almost periodic solution; Artificial neural networks; Delays; Learning systems; memristive Cohen–Grossberg neural networks (MCGNNs); Memristors; mixed delays; multistability; Neural networks; Neurons; Stability analysis

This paper presents the multistability analysis of almost periodic state solutions for memristive Cohen-Grossberg neural networks (MCGNNs) with both distributed delay and discrete delay. The activation function of the considered MCGNNs is generalized to be nonmonotonic and nonpiecewise linear. It is...