所属单位：航空学院
发表刊物：COGNITIVE NEURODYNAMICS
关键字：Spike timing distance Synchronization Hindmarsh-Rose neuron Common noise
摘要：In the present paper, a simple spike timing distance is defined which can be used to measure the degree of synchronization with the information only encoded in the precise timing of the spike trains. Via calculating the spike timing distance defined in this paper, the spike train similarity of uncoupled Hindmarsh-Rose neurons in bursting or spiking states with different initial conditions is investigated and the results are compared with other spike train distance measures. Later, the spike timing distance measure is applied to study the synchronization of coupled or common noise-stimulated neurons. Counterintuitively, the addition of weak coupling or common noise doesn't enhance the degree of synchronization although after critical values, both of them can induce complete synchronizations. More interestingly, the common noise plays opposite roles for weak and strong enough couplings. Finally, it should be noted that the measure defined in this paper can be extended to measure large neuronal ensembles and the lag synchronization.
ISSN号：1871-4080
是否译文：否
发表时间：2018-04-01
合写作者：Zhu, Jinjie
通讯作者：刘先斌
发表时间：2018-04-01