Stability Analysis of Two Kinds of Fractional-Order Neural Networks Based on Lyapunov Method

Stability Analysis of Two Kinds of Fractional-Order Neural Networks Based on Lyapunov Method

At present, the theory and application of fractional-order neural networks remain in the exploratory stage. We study the asymptotic stability of fractional-order neural networks with Riemann-Liouville (R-L) derivatives. For non-delayed and delayed systems, we propose an asymptotic stability criterio...

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Manylion Llyfryddiaeth
Prif Awduron: Xin Chang, Qinkun Xiao, Yilin Zhu, Jielei Xiao
Fformat: Erthygl
Iaith:English
Cyhoeddwyd: IEEE 2021-01-01
Cyfres:IEEE Access
Pynciau:
Fractional-order neural networks
time delay
asymptotic stability
Lyapunov
LMI
Mynediad Ar-lein:https://ieeexplore.ieee.org/document/9530518/

Rhyngrwyd

https://ieeexplore.ieee.org/document/9530518/

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