Stability of stochastic reaction-diffusion recurrent neural networks with unbounded distributed delays

DOI10.1155/2011/570295zbMath1214.93088OpenAlexW1977032527WikidataQ58655513 ScholiaQ58655513MaRDI QIDQ541348

Lehua Huang, Xinsong Yang, Yi-Gang He, Chuang Xia Huang

Publication date: 7 June 2011

Published in: Discrete Dynamics in Nature and Society (Search for Journal in Brave)

Full work available at URL: https://eudml.org/doc/233352

zbMATH Keywords

exponential stabilityM-matrixinequality techniqueLyapunov's functionalnonnegative semimartingalereaction-diffusion recurrent neural networks (RNNs)

Mathematics Subject Classification ID

Reaction-diffusion equations (35K57) Asymptotic stability in control theory (93D20) Applications of stochastic analysis (to PDEs, etc.) (60H30)

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