Stability analysis of periodic solutions of the neutral-type neural networks with impulses and time-varying delays
Filomat, Tome 37 (2023) no. 18, p. 6021

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DOI

This paper is concerned with a class of neutral-type neural networks with impulses and delays. By using continuation theorem due to Mawhin and constructing the appropriate Lyapunov-Krasovskii functional, several new sufficient conditions ensuring the existence and global exponential stability of the periodic solution are obtained. Moreover, a numerical example is provided to illustrate the main results. Our results can extend and improve some earlier publications.
DOI : 10.2298/FIL2318021Q
Classification : 34C37, 34A60, 93D23
Keywords: Neutral-type neural networks, Continuation theorem, Global exponential stability, Differential equations, Impulses, Delay
Hongjun Qiu; Yanhong Zhang; Fanchao Kong. Stability analysis of periodic solutions of the neutral-type neural networks with impulses and time-varying delays. Filomat, Tome 37 (2023) no. 18, p. 6021 . doi: 10.2298/FIL2318021Q
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     title = {Stability analysis of periodic solutions of the neutral-type neural networks with impulses and time-varying delays},
     journal = {Filomat},
     pages = {6021 },
     year = {2023},
     volume = {37},
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     doi = {10.2298/FIL2318021Q},
     language = {en},
     url = {http://geodesic.mathdoc.fr/articles/10.2298/FIL2318021Q/}
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