Browsing by Author "Zouine, Aziz"

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    Stability for Neutral-Type Integro-Differential Neural Networks With Random Switches in Noise and Delay
    (Univ Tabriz, 2023) Imzegouan, Chafai; Zouine, Aziz; Bouzahir, Hassane; Tunc, Cemil
    This paper focuses on existence, uniqueness, and stability analysis of solutions for a new kind of delayed integrodifferential neural networks with Markovian switches in delays and noises. The studied system combines many types of integro-differential neural network treatises in the literature. After having presented the studied system, the existence and uniqueness of solutions are shown under Lipschitz condition. By using the Lyapunov-Krasovskii functional, some stochastic analysis techniques and the M-matrix approach, stochastic stability, and general decay stability are established. Finally, a numerical example is given to validate the main established theoretical results.