Sliding mode control for finite-time and fixed-time synchronization of delayed complex-valued recurrent neural networks with discontinuous activation functions and nonidentical parameters

DOI10.1016/j.ejcon.2021.01.006zbMath1466.93025OpenAlexW3132777854MaRDI QIDQ2034182

Chaouki Aouiti, Mayssa Bessifi

Publication date: 21 June 2021

Published in: European Journal of Control (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.ejcon.2021.01.006

zbMATH Keywords

discontinuous activation functionsfinite-time synchronizationnonidentical parameterscomplex-valued recurrent neural networksfixed-time synchronizationintegral sliding surface mode

Mathematics Subject Classification ID

Variable structure systems (93B12) Delay control/observation systems (93C43) Networked control (93B70) Finite-time stability (93D40)

Related Items (7)

Preassigned-time projective synchronization of delayed fully quaternion-valued discontinuous neural networks with parameter uncertainties ⋮ Fixed/predefined-time synchronization of complex-valued discontinuous delayed neural networks via non-chattering and saturation control ⋮ Finite/fixed-time practical sliding mode: an event-triggered approach ⋮ Adaptive quantitative control for finite time synchronization among multiplex switched nonlinear coupling complex networks ⋮ Weighted pseudo almost periodic synchronization for Clifford-valued neural networks with leakage delay and proportional delay ⋮ Observer-based sliding mode synchronization control of complex-valued neural networks with inertial term and mixed time-varying delays ⋮ Dynamical behavior of recurrent neural networks with different external inputs

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