This chapterConstant delay focuses on the finite-time stabilityFinite-time stability problem of complex-valued bidirectional associative memory neural networksComplex-valued bidirectional associative memory neural networks (CVBAMNNs) with time delayTime delay|(. First, a tractable entire real-valued system is formed based on the original system. Then, it presents a condition to ensure the existence and uniqueness of the equilibrium pointEquilibrium point for this system by using the nonlinear measure approachNonlinear measure approach. It also establishes a finite-time stability criterion of the equilibrium point by Lyapunov functionLyapunov function approach.
Finite-Time Stability Analysis for CVBAMNNs with Constant Delay
Intelligent Control & Learning Systems
06.11.2022
16 pages
Aufsatz/Kapitel (Buch)
Elektronische Ressource
Englisch
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