Generalized stability conditions for coupled neural networks with delay feedbacks

We present a generalization of the existing models of delayed neural networks (DNNs) with positive delay feedback. A generalized criterion for stability of the system of delay differential equations (DDEs), which governs the dynamics of DNNs, around the trivial local equilibrium is also provided.

Detalles Bibliográficos
Autores principales: Maisnam, Sanjeet, Brojen Singh, R.K.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2019
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6530650/
https://www.ncbi.nlm.nih.gov/pubmed/31193496
http://dx.doi.org/10.1016/j.heliyon.2019.e01643
Descripción
Sumario:We present a generalization of the existing models of delayed neural networks (DNNs) with positive delay feedback. A generalized criterion for stability of the system of delay differential equations (DDEs), which governs the dynamics of DNNs, around the trivial local equilibrium is also provided.

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