Synchronization Control of Markovian Complex Neural Networks with Time-varying Delays

This monograph studies the synchronization control of Markovian complex neural networks with time-varying delays, and the structure of the book is summarized as follows. Chapter 1 introduces the system description and some background knowledges, and also addresses the motivations of this monograph....

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Detalles Bibliográficos
Main Authors: Wang, Junyi (Author), Fu, Jun (Author)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:inglés
Publicado: Cham : Springer Nature Switzerland : Imprint: Springer, 2024.
Edición:1st ed. 2024.
Series:Studies in Systems, Decision and Control, 514
Subjects:
Acceso en liña:https://doi.org/10.1007/978-3-031-47835-2
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Table of Contents:
  • Introduction
  • Stochastic synchronization of Markovian coupled neural networks with partially unknown transition rates
  • Local synchronization of Markovian neutral-type complex networks with partially unknown transition rates
  • Local Synchronization of Markovian nonlinearly coupled neural networks with generally uncertain transition rates
  • Sampled-data synchronization of complex networks based on discontinuous Lyapunov-Krasovskii functional
  • Sampled-data synchronization of Markovian coupled neural networks with time-varying mode delays
  • Synchronization criteria of delayed inertial neural networks with generally uncertain transition rates
  • Conclusions.