Chanthorn, P.; Rajchakit, G.; Thipcha, J.; Emharuethai, C.; Sriraman, R. Further Robust Dissipativity Analysis of Uncertain Stochastic Generalized Neural Networks With Markovian Jump Parameters. Preprints2020, 2020040048. https://doi.org/10.20944/preprints202004.0048.v1
APA Style
Chanthorn, P., Rajchakit, G., Thipcha, J., Emharuethai, C., & Sriraman, R. (2020). Further Robust Dissipativity Analysis of Uncertain Stochastic Generalized Neural Networks With Markovian Jump Parameters. Preprints. https://doi.org/10.20944/preprints202004.0048.v1
Chicago/Turabian Style
Chanthorn, P., Chanikan Emharuethai and Ramalingam Sriraman. 2020 "Further Robust Dissipativity Analysis of Uncertain Stochastic Generalized Neural Networks With Markovian Jump Parameters" Preprints. https://doi.org/10.20944/preprints202004.0048.v1
Abstract
This paper analyzes the robust dissipativity of uncertain stochastic generalized neural networks (USGNNs) with Markovian jumping parameters and time-varying delays. In practical applications most of the systems refer to uncertainties, hence, the norm-bounded parameter uncertainties and stochastic disturbance are considered. Then, by constructing an appropriate Lyapunov-Krasovskii functional (LKF) and by employing integral inequalities LMI-based sufficient conditions of the considered systems are established. Numerical simulations are given to show the merit of the presented results.
Computer Science and Mathematics, Applied Mathematics
Copyright:
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