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Qualitative analysis and control of complex neural networks with delays [electronic resource]

Qualitative analysis and control of complex neural networks with delays [electronic resource]

자료유형
E-Book(소장)
개인저자
Wang, Zhanshan. Liu, Zhenwei. Zheng, Chengde.
서명 / 저자사항
Qualitative analysis and control of complex neural networks with delays [electronic resource] / Zhanshan Wang, Zhenwei Liu, Chengde Zheng.
발행사항
Berlin;   Heidelberg :   Springer Berlin Heidelberg :   Imprint: Springer,   c2016.  
형태사항
1 online resource (xiv, 388 p.) : ill. (some col.).
총서사항
Studies in systems, decision and control,2198-4182 ; 34
ISBN
9783662474846
요약
This book focuses on the stability of the dynamical neural system, synchronization of the coupling neural system and their applications in automation control and electrical engineering. The redefined concept of stability, synchronization and consensus are adopted to provide a better explanation of the complex neural network. Researchers in the fields of dynamical systems, computer science, electrical engineering and mathematics will benefit from the discussions on complex systems. The book will also help readers to better understand the theory behind the control technique and its design.
일반주기
Title from e-Book title page.  
내용주기
 Introduction to Neural Networks.- Preliminaries on Dynamical Systems and Stability Theory -- Survey of Dynamics of Cohen-Grossberg Type RNNs -- Delay-partitioning-method Based Stability Result for RNNs -- Stability result on the static and vector field recurrent neural networks -- Stability Criteria for RNNs Based on Secondary Delay Partitioning.- LMI-based Stability Criteria for Static Neural Networks -- Multiple Stability for Discontinuous RNNs -- LMI-based Passibity Criteria for RNNs with Delays -- Dissipativity and Invariant Sets for Neural Networks with Delay -- Synchronization Stability in Complex Neural Networks -- Stabilization of Stochastic RNNs with Stochastic Delays -- Adaptive Synchronization of Complex Neural Networks.
서지주기
Includes bibliographical references and index.
이용가능한 다른형태자료
Issued also as a book.  
일반주제명
Engineering. Neural networks (Computer science). Qualitative research.
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020 ▼a 9783662474846
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050 4 ▼a TA355
082 0 4 ▼a 006.3/2 ▼2 23
084 ▼a 006.32 ▼2 DDCK
090 ▼a 006.32
100 1 ▼a Wang, Zhanshan.
245 1 0 ▼a Qualitative analysis and control of complex neural networks with delays ▼h [electronic resource] / ▼c Zhanshan Wang, Zhenwei Liu, Chengde Zheng.
260 ▼a Berlin; ▼a Heidelberg : ▼b Springer Berlin Heidelberg : ▼b Imprint: Springer, ▼c c2016.
300 ▼a 1 online resource (xiv, 388 p.) : ▼b ill. (some col.).
490 1 ▼a Studies in systems, decision and control, ▼x 2198-4182 ; ▼v 34
500 ▼a Title from e-Book title page.
504 ▼a Includes bibliographical references and index.
505 0 ▼a  Introduction to Neural Networks.- Preliminaries on Dynamical Systems and Stability Theory -- Survey of Dynamics of Cohen-Grossberg Type RNNs -- Delay-partitioning-method Based Stability Result for RNNs -- Stability result on the static and vector field recurrent neural networks -- Stability Criteria for RNNs Based on Secondary Delay Partitioning.- LMI-based Stability Criteria for Static Neural Networks -- Multiple Stability for Discontinuous RNNs -- LMI-based Passibity Criteria for RNNs with Delays -- Dissipativity and Invariant Sets for Neural Networks with Delay -- Synchronization Stability in Complex Neural Networks -- Stabilization of Stochastic RNNs with Stochastic Delays -- Adaptive Synchronization of Complex Neural Networks.
520 ▼a This book focuses on the stability of the dynamical neural system, synchronization of the coupling neural system and their applications in automation control and electrical engineering. The redefined concept of stability, synchronization and consensus are adopted to provide a better explanation of the complex neural network. Researchers in the fields of dynamical systems, computer science, electrical engineering and mathematics will benefit from the discussions on complex systems. The book will also help readers to better understand the theory behind the control technique and its design.
530 ▼a Issued also as a book.
538 ▼a Mode of access: World Wide Web.
650 0 ▼a Engineering.
650 0 ▼a Neural networks (Computer science).
650 0 ▼a Qualitative research.
700 1 ▼a Liu, Zhenwei.
700 1 ▼a Zheng, Chengde.
830 0 ▼a Studies in systems, decision and control ; ▼v 34.
856 4 0 ▼u https://oca.korea.ac.kr/link.n2s?url=http://dx.doi.org/10.1007/978-3-662-47484-6
945 ▼a KLPA
991 ▼a E-Book(소장)

소장정보

No. 소장처 청구기호 등록번호 도서상태 반납예정일 예약 서비스
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