Pattern Discrimination on Deterministic and Noise-Induced Impulses in Neural Spike Trains

摘要：

There are considerable contrasts in between the interval distribution of firing responses caused by purely deterministic simulations and noisy ones. We use ISI-distance to calculate the distance between the deterministic and noise-induced impulse patterns of the cold receptor model. This result is instructive to understand how noise interacts with non-linear dynamics in encoding mechanisms of neuronal stimulus by using data analysis on spike trains extracted from the model.

关键词： Spike train Noise ISI-distance

作者: Ying Du Qi-Shao Lu

作者单位: The Institute for Cognitive Neurodynamics, East China University of Science and Technology,Shanghai 200237 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: 321-326

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）