Qualitative analysis and control of complex neural networks with delays. (2016)

• Record Type: Book
• Further Information: Note: Zhanshan Wang, Zhenwei Liu, Chengde Zheng.
• Authors: Wang, Zhanshan; Liu, Zhenwei; Zheng, Chengde
• Contents: 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.
• Publisher Details: Beijing Heidelberg : Science Press Springer
• Publication Date: 2016
• Extent: 1 online resource, illustrations
• Subjects: 006.3/2; Engineering; Neural networks (Computer science); Qualitative research; COMPUTERS / General; Neural networks (Computer science); Qualitative research; Technology & Engineering -- General; Technology & Engineering -- Automation; Technology & Engineering -- Machinery; Cybernetics & systems theory; Automatic control engineering; Power networks, systems, stations & plants; Vibration; Production of electric energy or; Technology & Engineering -- Mechanical; Dynamics & vibration; Electronic books
• Languages: English
• ISBNs: 9783662474846; 3662474840; 9787030452184; 7030452186; 3662474832; 9783662474839
• Related ISBNs: 9783662474839
• Notes: Note: Includes bibliographical references and index.; Note: Online resource; title from PDF title page (EBSCO, viewed July 22, 2015).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.