Improved finite-time zeroing neural networks for time-varying complex Sylvester equation solving

2020 ◽  
Vol 178 ◽  
pp. 246-258
Lin Xiao ◽  
Qian Yi ◽  
Qiuyue Zuo ◽  
Yongjun He
2022 ◽  
Vol 403 ◽  
pp. 113826
Dimitrios Gerontitis ◽  
Ratikanta Behera ◽  
Panagiotis Tzekis ◽  
Predrag Stanimirović

IEEE Access ◽  
2021 ◽  
pp. 1-1
Meng Hui ◽  
Jiahuang Zhang ◽  
Jiao Zhang ◽  
Herbert Ho-Ching Iu ◽  
Rui Yao ◽  

2021 ◽  
pp. 1-14
Zhenjie Wang ◽  
Wenxia Cui ◽  
Wenbin Jin

This paper mainly considers the finite-time synchronization problem of fuzzy inertial cellular neural networks (FICNNs) with time-varying delays. By constructing the suitable Lyapunov functional, and using integral inequality techniques, several sufficient criteria have been proposed to ensure the finite-time synchronization for the addressed (FICNNs). Without applying the known finite-time stability theorem, which is widely used to solve the finite-time synchronization problems for (FICNNs). In this paper, the proposed method is relatively convenient to solve finite-time synchronization problem of the addressed system, this paper extends the research works on the finite-time synchronization of (FICNNs). Finally, numerical simulations illustrated verify the effectiveness of the proposed results.

2021 ◽  
Vol 8 (3) ◽  
pp. 486-498
N. Jayanthi ◽  
R. Santhakumari ◽  

This paper deals with the problem of finite-time projective synchronization for a class of neutral-type complex-valued neural networks (CVNNs) with time-varying delays. A simple state feedback control protocol is developed such that slave CVNNs can be projective synchronized with the master system in finite time. By employing inequalities technique and designing new Lyapunov--Krasovskii functionals, various novel and easily verifiable conditions are obtained to ensure the finite-time projective synchronization. It is found that the settling time can be explicitly calculated for the neutral-type CVNNs. Finally, two numerical simulation results are demonstrated to validate the theoretical results of this paper.

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