Identification of bursts in spike trains

Autor: Fred Delcomyn, J.H. Cocatre-Zilgien
Rok vydání: 1992
Předmět:
Zdroj: Journal of neuroscience methods. 41(1)
ISSN: 0165-0270
Popis: A computer algorithm to identify ‘bursts’ in trains of spikes is described. The algorithm works by constructing a histogram of interspike intervals, then analyzing the histogram to detect the critical interval value in the distribution that represents the break between short intervals within a burst and the longer intervals between bursts. When such a value is found, it is used as the ‘threshold’ to determine those intervals in the spike train that lie within a burst and those that lie between bursts and, thereby, to identify the beginning and end of each burst in the train. The validity of the bursts is evaluated with a chi-square test. The performance of the algorithm and how it can be assessed is discussed.
Databáze: OpenAIRE