HOME > Detail View

Detail View

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

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

Material type
E-Book(소장)
Personal Author
Wang, Zhanshan. Liu, Zhenwei. Zheng, Chengde.
Title Statement
Qualitative analysis and control of complex neural networks with delays [electronic resource] / Zhanshan Wang, Zhenwei Liu, Chengde Zheng.
Publication, Distribution, etc
Berlin;   Heidelberg :   Springer Berlin Heidelberg :   Imprint: Springer,   c2016.  
Physical Medium
1 online resource (xiv, 388 p.) : ill. (some col.).
Series Statement
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.
General Note
Title from e-Book title page.  
Content Notes
 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.
Bibliography, Etc. Note
Includes bibliographical references and index.
이용가능한 다른형태자료
Issued also as a book.  
Subject Added Entry-Topical Term
Engineering. Neural networks (Computer science). Qualitative research.
Short cut
URL
000 00000nam u2200205 a 4500
001 000046030537
005 20200612135537
006 m d
007 cr
008 200601s2016 gw a ob 001 0 eng d
020 ▼a 9783662474846
040 ▼a 211009 ▼c 211009 ▼d 211009
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)

Holdings Information

No. Location Call Number Accession No. Availability Due Date Make a Reservation Service
No. 1 Location Main Library/e-Book Collection/ Call Number CR 006.32 Accession No. E14023481 Availability Loan can not(reference room) Due Date Make a Reservation Service M

New Arrivals Books in Related Fields

Cartwright, Hugh M. (2021)
한국소프트웨어기술인협회. 빅데이터전략연구소 (2021)