Journal
NEURAL COMPUTATION
Volume 12, Issue 11, Pages 2597-2620Publisher
M I T PRESS
DOI: 10.1162/089976600300014863
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Funding
- NIDCD NIH HHS [DC01249] Funding Source: Medline
- NIMH NIH HHS [MH46428] Funding Source: Medline
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We outline two improvements to the technique of gravitational clustering for detection of neuronal synchrony, which are capable of improving the method's detection of weak synchrony with limited data. The advantages of the enhancements are illustrated using data with known levels of synchrony and different interspike interval distributions. The novel simulation method described can easily generate such test data. An important dependence of the sensitivity of gravitational clustering to the interspike interval distribution of the analysed spike trains is described.
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