Impulsive Synchronization Control of Coupled Neural Networks and Its Application on the Epilepsy Therapy

Haiyi Sun, Ning Li, Zhongtang Chen, Hongmei Yan
2017 Innovative Computing Information and Control Express Letters, Part B: Applications  
This letter is concerned with the synchronization of coupled neural networks and its application on the epilepsy therapy via impulsive control. Based on the Lyapunov theory and the method of the impulsive control, some simple criteria are derived for the synchronization of the coupled neural networks. The impulsive controller which we have obtained can cut down control cost and is more practical. The sufficient conditions of this letter for synchronization of the neural networks are less
more » ... ative and can be applied in the area of the epilepsy therapy. The numerical examples of the coupled neural networks are given to demonstrate the effectiveness of the control strategies. The design of controllers and control strategy may provide technical support for epilepsy treatment apparatus research and development.
doi:10.24507/icicelb.08.03.615 fatcat:klprec2be5dt3e5rvzag37zow4