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- W2947795685 abstract "This paper studies the robust stability analysis for a class of memristive-based neural networks (NN). The NN consists of a fractional order neutral type quaternion-valued leaky integrator echo state with parameter uncertainties and time-varying delays. First, the quaternion-valued leaky integrator echo state NN with QUAD vector field activation function is transformed into a real-valued system using a linear mapping function. Then, the Lyapunov-Krasovskii functional is adopted to derive the sufficient conditions on the existence and uniqueness of Filippov solution of the NN equilibrium point. The delay-dependent robust stability analysis of such NN is provided with the help of linear matrix inequality technique. Finally, the theoretical results are validated by means of a numerical example." @default.
- W2947795685 created "2019-06-07" @default.
- W2947795685 creator A5031489426 @default.
- W2947795685 creator A5035539918 @default.
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- W2947795685 date "2019-09-01" @default.
- W2947795685 modified "2023-10-02" @default.
- W2947795685 title "Delay-dependent stability analysis of the QUAD vector field fractional order quaternion-valued memristive uncertain neutral type leaky integrator echo state neural networks" @default.
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- W2947795685 doi "https://doi.org/10.1016/j.neunet.2019.05.015" @default.
- W2947795685 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/31220727" @default.
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