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Chaotic Synchronization of a Type of Star-Shaped Neural Network |
ZHANG Wen-Long, YU Hong-Jie |
(School of Naval Architecture, Ocean and Civil Engineering, Shanghai Jiaotong University, Shanghai 200240, China) |
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Abstract This paper researched about the chaotic synchronization of star-shaped neural network which is made up of HindmarshRose (HR) neuron models through theoretical analysis and numerical simulation, by making use of stability criterion (SC) method, and configuring a special term as coupling function. Also the paper derived error development equations between different neuron models, on this basis. It estimated the coupling strength range in which the neural network can synchronize. By changing the coupling strength, the synchronization processes were observed and at last, we make a conclusion about the influence of chaotic synchronization which is determined by different coupling strength, was made.
Key words:
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Received: 19 March 2012
Published: 28 February 2013
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