Название: Stability Analysis and State Estimation of Memristive Neural Networks
Автор: Hongjian Liu, Zidong Wang, Lifeng Ma
Издательство: CRC Press
Год: 2021
Страниц: 237
Язык: английский
Формат: pdf (true)
Размер: 10.48 MB
In this book, the stability analysis and estimator design problems are discussed for delayed discrete-time memristive neural networks. In each chapter, the analysis problems are firstly considered, where the stability, synchronization and other performances (e.g., robustness, disturbances attenuation level) are investigated within a unified theoretical framework. In this stage, some novel notions are put forward to reflect the engineering practice. Then, the estimator design issues are discussed where sufficient conditions are derived to ensure the existence of the desired estimators with guaranteed performances. Finally, the theories and techniques developed in previous parts are applied to deal with some issues in several emerging research areas.