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Titlebook: Complex-Valued Neural Networks Systems with Time Delay; Stability Analysis a Ziye Zhang,Zhen Wang,Chong Lin Book 2022 The Editor(s) (if app

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发表于 2025-3-21 17:04:11 | 显示全部楼层 |阅读模式
书目名称Complex-Valued Neural Networks Systems with Time Delay
副标题Stability Analysis a
编辑Ziye Zhang,Zhen Wang,Chong Lin
视频video
概述Provides more complete interpretation of dynamical behaviors for complex-valued neural networks systems with time delay.Considers anti-synchronization control, finite/fixed-time synchronization, etc.,
丛书名称Intelligent Control and Learning Systems
图书封面Titlebook: Complex-Valued Neural Networks Systems with Time Delay; Stability Analysis a Ziye Zhang,Zhen Wang,Chong Lin Book 2022 The Editor(s) (if app
描述This book provides up-to-date developments in the stability analysis and (anti-)synchronization control area for complex-valued neural networks systems with time delay. It brings out the characteristic systematism in them and points out further insight to solve relevant problems. It presents a comprehensive, up-to-date, and detailed treatment of dynamical behaviors including stability analysis and (anti-)synchronization control. The materials included in the book are mainly based on the recent research work carried on by the authors in this domain..The book is a useful reference for all those from senior undergraduates, graduate students, to senior researchers interested in or working with control theory, applied mathematics, system analysis and integration, automation, nonlinear science, computer and other related fields, especially those relevant scientific and technical workers in the research of complex-valued neural network systems, dynamic systems, and intelligent control theory..
出版日期Book 2022
关键词systems analysis; complex-valued neural networks; time delay; asymptotic stability; Hopf bifurcation; fin
版次1
doihttps://doi.org/10.1007/978-981-19-5450-4
isbn_softcover978-981-19-5452-8
isbn_ebook978-981-19-5450-4Series ISSN 2662-5458 Series E-ISSN 2662-5466
issn_series 2662-5458
copyrightThe Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapor
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发表于 2025-3-21 21:49:36 | 显示全部楼层
Stability Criterion for CVNNs with Constant Delay,rks into real and imaginary parts, forming an equivalent real-valued system, and constructing appropriate Lyapunov functional, we will provide a delay-independent sufficient criterion to ascertain the existence, uniqueness, and globally asymptotical stability of the equilibrium point of the consider
发表于 2025-3-22 02:52:16 | 显示全部楼层
Further Stability Analysis for CVNNs with Constant Delay,velop deeply new delay-dependent stability criteria to guarantee the existence, uniqueness and globally asymptotical stability of the equilibrium point of the addressed systems by use of the separable method and nonseparable method, respectively.
发表于 2025-3-22 06:34:55 | 显示全部楼层
发表于 2025-3-22 09:51:39 | 显示全部楼层
Complex-Valued Neural Networks Systems with Time DelayStability Analysis a
发表于 2025-3-22 16:41:52 | 显示全部楼层
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发表于 2025-3-23 00:56:41 | 显示全部楼层
State and Local Population Projectionsrks into real and imaginary parts, forming an equivalent real-valued system, and constructing appropriate Lyapunov functional, we will provide a delay-independent sufficient criterion to ascertain the existence, uniqueness, and globally asymptotical stability of the equilibrium point of the consider
发表于 2025-3-23 03:36:27 | 显示全部楼层
State and Local Population Projectionsvelop deeply new delay-dependent stability criteria to guarantee the existence, uniqueness and globally asymptotical stability of the equilibrium point of the addressed systems by use of the separable method and nonseparable method, respectively.
发表于 2025-3-23 06:59:19 | 显示全部楼层
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