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ISSN
0899-7667
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1530-888X
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Neural Computation

October 1, 1999, Vol. 11, No. 7, Pages 1527-1535
(doi: 10.1162/089976699300016124)
© 1999 Massachusetts Institute of Technology
Disambiguating Different Covariation Types
Article PDF (173.98 KB)
Abstract

Covariations in neuronal latency or excitability can lead to peaks in spike train covariograms that may be very similar to those caused by spike timing synchronization (see companion article). Two quantitative methods are described here. The first is a method to estimate the excitability component of a covariogram, based on trial-by-trial estimates of excitability. Once estimated, this component may be subtracted from the covariogram, leaving only other types of contributions. The other is a method to determine whether the covariogram could potentially have been caused by latency covariations.