A Simplified Controller Design for Fixed/Preassigned-Time Synchronization of Stochastic Discontinuous Neural Networks

A Simplified Controller Design for Fixed/Preassigned-Time Synchronization of Stochastic Discontinuous Neural Networks

This paper addresses the synchronization problem of delayed stochastic neural networks with discontinuous activation functions (DSNNsDF), specifically focusing on fixed/preassigned-time synchronization. The objective is to develop a class of simplified controllers capable of effectively addressing t...

Full description

Bibliographic Details
Main Authors:	Haoyu Li, Leimin Wang, Wenwen Shen
Format:	Article
Language:	English
Published:	MDPI AG 2023-10-01
Series:	Mathematics
Subjects:	fixed/preassigned-time synchronization simpler structure of controller stochastic perturbations time delays discontinuous activation functions
Online Access:	https://www.mdpi.com/2227-7390/11/21/4414

Similar Items

Fixed/Preassigned-Time Stochastic Synchronization of Complex-Valued Fuzzy Neural Networks with Time Delay
by: Mairemunisa Abudusaimaiti, et al.
Published: (2023-09-01)

Fixed/Preassigned-Time Synchronization of Fully Quaternion-Valued Cohen–Grossberg Neural Networks with Generalized Time Delay
by: Shichao Jia, et al.
Published: (2023-11-01)

Event-triggered fixed/preassigned time stabilization of state-dependent switching neural networks with mixed time delays
by: Jiashu Gao, et al.
Published: (2024-03-01)

Fixed/Preassigned-Time Stabilization for Complex-Valued Inertial Neural Networks with Distributed Delays: A Non-Separation Approach
by: Yu Yao, et al.
Published: (2023-05-01)

Robust fixed-time synchronization of discontinuous Cohen–Grossberg neural networks with mixed time delays
by: Fanchao Kong, et al.
Published: (2019-06-01)

Preassigned-Time Bipartite Flocking Consensus Problem in Multi-Agent Systems
by: Xiejun Cheng, et al.
Published: (2023-05-01)

Fixed-Time Synchronization of Reaction-Diffusion Fuzzy Neural Networks with Stochastic Perturbations
by: Hayrengul Sadik, et al.
Published: (2023-03-01)

Fixed/Predefined-Time Synchronization of Complex-Valued Stochastic BAM Neural Networks with Stabilizing and Destabilizing Impulse
by: Jingjing You, et al.
Published: (2022-11-01)

Fixed-Time Synchronization of Fuzzy Cellular Neural Networks With Time-Varying Delays and Discontinuous Activations
by: Yihong Liu, et al.
Published: (2020-01-01)

Novel results on event-triggered-based fixed-time synchronization and stabilization of discontinuous neural networks with distributed delays
by: Guodong Zhang
Published: (2023-09-01)

Fixed-time synchronization problem of coupled delayed discontinuous neural networks via indefinite derivative method
by: Huijun Xiong, et al.
Published: (2023-01-01)

Fixed-Time Synchronization Analysis of Genetic Regulatory Network Model with Time-Delay
by: Yajun Zhou, et al.
Published: (2022-05-01)

Fixed/predefined-time generalized synchronization for stochastic complex dynamical networks with delays
by: Qike Zhang, et al.
Published: (2024-01-01)

Finite-time synchronization of Markovian neural networks with proportional delays and discontinuous activations
by: Yujiao Liu, et al.
Published: (2018-08-01)

Finite-time synchronization of discontinuous fuzzy neural networks with mixed time-varying delays and impulsive disturbances
by: Shuyue Zhao, et al.
Published: (2023-09-01)

Cluster synchronization in finite/fixed time for semi-Markovian switching T-S fuzzy complex dynamical networks with discontinuous dynamic nodes
by: Zhengqi Zhang, et al.
Published: (2022-04-01)

Predefined-Time (PDT) Synchronization of Impulsive Fuzzy BAM Neural Networks with Stochastic Perturbations
by: Rouzimaimaiti Mahemuti, et al.
Published: (2023-03-01)

Finite-time synchronization problem of a class of discontinuous Cohen–Grossberg neural networks with mixed delays via new switching design
by: Zhaohong Xiang, et al.
Published: (2021-08-01)

Finite-Time Adaptive Synchronization and Fixed-Time Synchronization of Fractional-Order Memristive Cellular Neural Networks with Time-Varying Delays
by: Yihong Liu, et al.
Published: (2024-04-01)

Fixed-time synchronization of semi-Markovian jumping neural networks with time-varying delays
by: Wei Zhao, et al.
Published: (2018-06-01)

Fixed-Time Synchronization Control of Delayed Dynamical Complex Networks
by: Mei Liu, et al.
Published: (2021-11-01)

On Finite/Fixed-Time Stability Theorems of Discontinuous Differential Equations
by: Luke Li, et al.
Published: (2022-06-01)

Fixed-Time Synchronization of Complex-Valued Coupled Networks with Hybrid Perturbations via Quantized Control
by: Enli Wu, et al.
Published: (2023-09-01)

Linear-Type Discontinuous Control of Fixed-Deviation Stabilization and Synchronization for Fractional-Order Neurodynamic Systems With Communication Delays
by: Jin-E Zhang
Published: (2018-01-01)

Multi-Synchronization of Stochastic Coupled Multi-Stable Neural Networks With Time-Varying Delay by Impulsive Control
by: Xifeng Li, et al.
Published: (2019-01-01)

Fixed time synchronization of delayed quaternion-valued memristor-based neural networks
by: Dingyuan Chen, et al.
Published: (2020-02-01)

Fixed-Time Cluster Synchronization of Discontinuous Directed Community Networks via Periodically or Aperiodically Switching Control
by: Qintao Gan, et al.
Published: (2019-01-01)

Fixed-Time Synchronization Analysis for Complex-Valued Neural Networks via a New Fixed-Time Stability Theorem
by: Ling Mi, et al.
Published: (2020-01-01)

Fixed-deviation stabilization and synchronization for delayed fractional-order complex-valued neural networks
by: Bingrui Zhang, et al.
Published: (2023-03-01)

Synchronization of Multiplex Networks With Stochastic Perturbations via Intermittent Control
by: Yi Liang, et al.
Published: (2024-01-01)

FPGA Realization of Two Different Fractional- Order Time-Delay Chaotic System With Predefined Synchronization Time
by: Lixiong Lin, et al.
Published: (2022-01-01)

Finite-Time Projective Synchronization of Stochastic Complex-Valued Neural Networks With Probabilistic Time-Varying Delays
by: Meng Hui, et al.
Published: (2021-01-01)

Novel finite and fixed-time stability theorems for fractional-order impulsive discontinuous systems and their application to multi-agent systems
by: K. Udhayakumar, et al.
Published: (2022-12-01)

Global Synchronization of Complex-Valued Neural Networks With Stochastic Disturbances and Time-Varying Delay
by: Meijuan Liu, et al.
Published: (2019-01-01)

Finite-time synchronization criterion of graph theory perspective fractional-order coupled discontinuous neural networks
by: A. Pratap, et al.
Published: (2020-02-01)

Finite time synchronization of stochastic Markovian jumping genetic oscillator networks with time-varying delay and Lévy noise
by: Shuo Ma, et al.
Published: (2019-08-01)

Impulsive mean square exponential synchronization of stochastic dynamical networks with hybrid time-varying delays
by: Fei Wang, et al.
Published: (2018-02-01)

Finite-/fixed-time synchronization of leakage and discrete delayed Hopfield neural networks with diffusion effects
by: Minglei Fang, et al.
Published: (2023-05-01)

Finite-Time H<sub>∞</sub> Control for Itô-Type Nonlinear Time-Delay Stochastic Systems
by: Zhiguo Yan, et al.
Published: (2020-01-01)

Predefined-time control of nonlinear systems: A sigmoid function based sliding manifold design approach
by: Naveed Mazhar, et al.
Published: (2022-09-01)