A new correlation-based measure of spike timing reliability

被引:239
作者
Schreiber, S
Fellous, JM
Whitmer, D
Tiesinga, P
Sejnowski, TJ
机构
[1] Salk Inst Biol Studies, Sloan Swartz Ctr Theoret Neurobiol, La Jolla, CA 92037 USA
[2] Salk Inst Biol Studies, Computat Neurosci Lab, La Jolla, CA 92037 USA
[3] Salk Inst Biol Studies, Howard Hughes Med Inst, Computat Neurobiol Lab, La Jolla, CA 92037 USA
[4] Univ Calif San Diego, Dept Biol, La Jolla, CA 92093 USA
[5] Univ N Carolina, Dept Phys & Astron, Chapel Hill, NC 27599 USA
关键词
spike timing reliability; correlation-based measure; precision; neural coding;
D O I
10.1016/S0925-2312(02)00838-X
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We introduce a new correlation-based measure of spike timing reliability. Unlike other measures, it does not require the definition of a posteriori "events". It relies on only one parameter, which relates to the timescale of spike timing precision. We test the measure on Surrogate data sets with varying amounts of spike time jitter, and missing or additional spikes, and compare it with a widely used histogram-based measure. The measure is efficient and faithful in characterizing spike timing reliability and produces smaller errors in the reliability estimate than the histogram-based measure based on the same number of trials. (C) 2002 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:925 / 931
页数:7
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