Time-resolved and time-scale adaptive measures of spike train synchrony

Details Time-resolved and time-scale adaptive measures of spike train synchrony Time-resolved and time-scale adaptive measures of spike train synchrony

2010-12-02

arxiv.org/abs/1012.0373v1

Physics

Biological Physics

15 pages, 10 figures, 47 references

Scientific paper

A wide variety of approaches to estimate the degree of synchrony between two or more spike trains have been proposed. One of the most recent methods is the ISI-distance which extracts information from the interspike intervals (ISIs) by evaluating the ratio of the instantaneous firing rates. In contrast to most previously proposed measures it is parameter free and time-scale independent. However, it is not well suited to track changes in synchrony that are based on spike coincidences. Here we propose the SPIKE-distance, a complementary measure which is sensitive to spike coincidences but still shares the fundamental advantages of the ISI-distance. In particular, it is easy to visualize in a time-resolved manner and can be extended to a method that is also applicable to larger sets of spike trains. We show the merit of the SPIKE-distance using both simulated and real data.

Affiliated with

Also associated with

No associations

Rating

Time-resolved and time-scale adaptive measures of spike train synchrony does not yet have a rating. At this time, there are no reviews or comments for this scientific paper.

If you have personal experience with Time-resolved and time-scale adaptive measures of spike train synchrony, we encourage you to share that experience with our LandOfFree.com community. Your opinion is very important and Time-resolved and time-scale adaptive measures of spike train synchrony will most certainly appreciate the feedback.

Rate now

Comments { 0 }

Profile ID: LFWR-SCP-O-603266