Analysis and Control of Coupled Neural Networks with Reaction-Diffusion Terms
暫譯: 帶有反應擴散項的耦合神經網絡分析與控制

Jin-Liang Wang

  • 出版商: Springer
  • 出版日期: 2019-01-12
  • 售價: $6,340
  • 貴賓價: 9.5$6,023
  • 語言: 英文
  • 頁數: 236
  • 裝訂: Paperback
  • ISBN: 9811352623
  • ISBN-13: 9789811352621
  • 海外代購書籍(需單獨結帳)

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商品描述

This book introduces selected recent findings on the analysis and control of dynamical behaviors for coupled reaction-diffusion neural networks. It presents novel research ideas and essential definitions concerning coupled reaction-diffusion neural networks, such as passivity, adaptive coupling, spatial diffusion coupling, and the relationship between synchronization and output strict passivity. Further, it gathers research results previously published in many flagship journals, presenting them in a unified form. As such, the book will be of interest to all university researchers and graduate students in Engineering and Mathematics who wish to study the dynamical behaviors of coupled reaction-diffusion neural networks.

商品描述(中文翻譯)

本書介紹了有關耦合反應擴散神經網絡的動態行為分析與控制的最新研究成果。它提出了有關耦合反應擴散神經網絡的新穎研究理念和基本定義,例如被動性(passivity)、自適應耦合(adaptive coupling)、空間擴散耦合(spatial diffusion coupling)以及同步與輸出嚴格被動性(output strict passivity)之間的關係。此外,本書匯集了先前發表在多個重要期刊上的研究結果,並以統一的形式呈現。因此,本書將吸引所有希望研究耦合反應擴散神經網絡動態行為的工程與數學領域的大學研究者和研究生。