TY  - BOOK
AU  - Wang,Zhanshan
AU  - Liu,Zhenwei
AU  - Zheng,Chengde
ED  - SpringerLink (Online service)
TI  - Qualitative Analysis and Control of Complex Neural Networks with Delays
T2  - Studies in Systems, Decision and Control,
SN  - 9783662474846
AV  - TA355 
U1  - 620 23
PY  - 2016///
CY  - Berlin, Heidelberg
PB  - Springer Berlin Heidelberg, Imprint: Springer
KW  - Engineering
KW  - Complexity, Computational
KW  - Vibration
KW  - Dynamical systems
KW  - Dynamics
KW  - Control engineering
KW  - Power electronics
KW  - Vibration, Dynamical Systems, Control
KW  - Complexity
KW  - Control
KW  - Power Electronics, Electrical Machines and Networks
N1  - 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 -- StabilityCriteria 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
N2  - 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
UR  - http://148.231.10.114:2048/login?url=http://dx.doi.org/10.1007/978-3-662-47484-6
ER  -