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Stability Analysis of Neural Networks (in English)
Grienggrai Rajchakit
(Author)
·
Praveen Agarwal
(Author)
·
Sriraman Ramalingam
(Author)
·
Springer
· Paperback
Stability Analysis of Neural Networks (in English) - Rajchakit, Grienggrai ; Agarwal, Praveen ; Ramalingam, Sriraman
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Synopsis "Stability Analysis of Neural Networks (in English)"
1. Introduction.- 2. LMI-Based Stability Criteria for BAM Neural Networks.- 3. Exponential Stability Criteria for Uncertain Inertial BAM Neural Networks.- 4. Exponential Stability of Impulsive Cohen-Grossberg BAM Neural Networks.- 5. Exponential Stability of Recurrent Neural Networks with Impulsive and Stochastic Effects.- 6. Stability of Markovian Jumping Stochastic Impulsive Uncertain BAM Neural Networks.- 7. Global Robust Exponential Stability of Stochastic Neutral-Type Neural Networks.- 8. Exponential Stability of Discrete-Time Cellular Uncertain BAM Neural Networks.- 9. Exponential Stability of Discrete-Time Stochastic Impulsive BAM Neural Networks.- 10. Stability of Discrete-Time Stochastic Quaternion-Valued Neural Networks.- 11. Robust Finite-Time Passivity of Markovian Jump Discrete-Time BAM Neural Networks.- 12 Robust Stability of Discrete-Time Stochastic Genetic Regulatory Networks.
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The book is written in English.
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