Exponential synchronization of inertial neural network with mixed delays via intermittent pinning control

2021 ◽  
Author(s):  
Meng Hui ◽  
Jiefei Yan ◽  
Jiao Zhang ◽  
Herbert Ho‐Ching Iu ◽  
Rui Yao ◽  
...  
Keyword(s):  
Neural Network ◽  
Pinning Control ◽  
Exponential Synchronization ◽  
Mixed Delays ◽  
Inertial Neural Network

The Control of a Neural Complex Network

2014 ◽  
Vol 687-691 ◽  
pp. 444-446
Author(s):  
Fan Di Zhang
Keyword(s):  
Neural Network ◽  
Community Structure ◽  
Lyapunov Stability ◽  
Control Strategy ◽  
Sufficient Conditions ◽  
Lyapunov Stability Theory ◽  
Pinning Control ◽  
Projective Synchronization ◽  
Cluster Synchronization ◽  
Special Cases

In this paper, the synchronization of a neural network with community structure is investigated. Cluster projective generalizes previously existing synchronization schemes. The cluster projective synchronization is more general that includes projective synchronization and cluster synchronization, as its special cases. The cluster projective synchronization of these networks is discussed via some pinning control strategy. Several sufficient conditions for the network to achieve cluster projective synchronization are derived based on Lyapunov stability theory. Numerical simulations are used to demonstrate the effectiveness and feasibility of the proposed scheme.

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