Dynamics and information modulation in the Chialvo neuron networks with fractional-order discrete memristor coupling

2023 IEEE International Conference on Memristive Computing and Applications (ICMCA)(2023)

引用 0|浏览0
暂无评分
摘要
At present, design and dynamics analysis of neuron networks are becoming a topic worthy of further study, in which the couple controller has been widely applied. In this paper, we designed a ring coupled neuron network with Chialvo neurons and fractional-order discrete memristor coupling. Thus the input of memristor is the state variable difference of the two nearby neurons and the output become to be the control signal. According to the numerical simulations, it shows that the neuron network has rich dynamics and there exists chaos. Meanwhile, chimera states and multistatbility are found in the network. It shows that the collective behaviours are different with different initial conditions. In conclusion, it indicates that the network can store some information according to the behaviours of the network and initial conditions.
更多
查看译文
关键词
Neuron network,Chialvo neuron,Discrete mem-ristor,Fractional calculus,Chaos
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要