作者
Thomas Kreuz, Julie S Haas, Alice Morelli, Henry DI Abarbanel, Antonio Politi
发表日期
2007/9/15
期刊
Journal of neuroscience methods
卷号
165
期号
1
页码范围
151-161
出版商
Elsevier
简介
Estimating the degree of synchrony or reliability between two or more spike trains is a frequent task in both experimental and computational neuroscience. In recent years, many different methods have been proposed that typically compare the timing of spikes on a certain time scale to be optimized by the analyst. Here, we propose the ISI-distance, a simple complementary approach that extracts information from the interspike intervals by evaluating the ratio of the instantaneous firing rates. The method is parameter free, time scale independent and easy to visualize as illustrated by an application to real neuronal spike trains obtained in vitro from rat slices. In a comparison with existing approaches on spike trains extracted from a simulated Hindemarsh–Rose network, the ISI-distance performs as well as the best time-scale-optimized measure based on spike timing.
引用总数
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学术搜索中的文章
T Kreuz, JS Haas, A Morelli, HDI Abarbanel, A Politi - Journal of neuroscience methods, 2007