Synchronization Analysis of Linearly Bidirectional Coupled Chaotic Delayed Neural Networks

2007 ◽  
Author(s):  
Fengli Ren ◽  
Jinde Cao
Keyword(s):  
Neural Networks ◽  
Delayed Neural Networks

Adaptive state estimation of Markov switched neural networks driven by Lévy noise

2019 ◽  
Vol 42 (2) ◽  
pp. 330-336
Author(s):  
Dongbing Tong ◽  
Qiaoyu Chen ◽  
Wuneng Zhou ◽  
Yuhua Xu
Keyword(s):  
Neural Networks ◽  
State Estimation ◽  
Sufficient Conditions ◽  
Lyapunov Stability Theory ◽  
Lévy Noise ◽  
Linear Matrix ◽  
Delayed Neural Networks ◽  
Switched Neural Networks ◽  
Inequality Technique ◽  
Levy Noise

This paper proposes the [Formula: see text]-matrix method to achieve state estimation in Markov switched neural networks with Lévy noise, and the method is very distinct from the linear matrix inequality technique. Meanwhile, in light of the Lyapunov stability theory, some sufficient conditions of the exponential stability are derived for delayed neural networks, and the adaptive update law is obtained. An example verifies the condition of state estimation and confirms the effectiveness of results.

On exponential stability of delayed neural networks with a general class of activation functions

2002 ◽  
Vol 298 (2-3) ◽  
pp. 122-132 ◽  
Author(s):  
Changyin Sun ◽  
Kanjian Zhang ◽  
Shumin Fei ◽  
Chun-Bo Feng
Keyword(s):  
Neural Networks ◽  
Exponential Stability ◽  
General Class ◽  
Activation Functions ◽  
Delayed Neural Networks

Multistability for Delayed Neural Networks via Sequential Contracting

2015 ◽  
Vol 26 (12) ◽  
pp. 3109-3122 ◽  
Author(s):  
Chang-Yuan Cheng ◽  
Kuang-Hui Lin ◽  
Chih-Wen Shih ◽  
Jui-Pin Tseng
Keyword(s):  
Neural Networks ◽  
Delayed Neural Networks ◽  
Sequential Contracting
Sign in / Sign up

Export Citation Format

Share Document