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Stability Analysis Of Neural Networks Grienggrai Rajchakit Praveen Agarwal

  • SKU: BELL-37231884
Stability Analysis Of Neural Networks Grienggrai Rajchakit Praveen Agarwal
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Stability Analysis Of Neural Networks Grienggrai Rajchakit Praveen Agarwal instant download after payment.

Publisher: Springer
File Extension: PDF
File size: 7.1 MB
Pages: 430
Author: Grienggrai Rajchakit, Praveen Agarwal, Sriraman Ramalingam
ISBN: 9789811665332, 9811665338
Language: English
Year: 2021

Product desciption

Stability Analysis Of Neural Networks Grienggrai Rajchakit Praveen Agarwal by Grienggrai Rajchakit, Praveen Agarwal, Sriraman Ramalingam 9789811665332, 9811665338 instant download after payment.

This book discusses recent research on the stability of various neural networks with constrained signals. It investigates stability problems for delayed dynamical systems where the main purpose of the research is to reduce the conservativeness of the stability criteria. The book mainly focuses on the qualitative stability analysis of continuous-time as well as discrete-time neural networks with delays by presenting the theoretical development and real-life applications in these research areas. The discussed stability concept is in the sense of Lyapunov, and, naturally, the proof method is based on the Lyapunov stability theory. The present book will serve as a guide to enable the reader in pursuing the study of further topics in greater depth and is a valuable reference for young researcher and scientists. 

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