Synchronization of Small-World Neuronal Networks with Synapse Plasticity

摘要：

Synchronization of small-world neuronal network with synapse plasticity is explored in this paper. The variation properties of synapse weights are studied first, and then the effects of synapse learning coefficient, the coupling strength and the adding probability on synchronization of the neuronal network are studied respectively. It is shown that appropriate learning coefficient is helpful for improving synchronization, and complete synchronization can be obtained by increasing the coupling strength and the adding probability.

关键词： Neuronal network Small-world Synchronization Synapse plasticity

作者: Fang Han Qishao Lu Xiangying Meng Jiaoyan Wang

作者单位: School of Information Science and Technology, Donghua University, Shanghai 201620, China Department of Dynamics and Control, Beihang University, Beijing 100191, China

会议类型: 国际会议

会议名称: The Second International Conference on Cognitive Neurodynamics--2009(第二届国际认知神经动力学会议)

会议地点: 杭州

会议语种:英文

页码: 295-300

在线出版日期: 2009-11-15（万方平台首次上网日期，不代表论文的发表时间）