Deciphering the spike train of a sensory neuron: Counts and temporal patterns in the rat whisker pathway

被引:131
作者
Arabzadeh, Ehsan
Panzeri, Stefano
Diamond, Mathew E.
机构
[1] Scuola Int Super Studi Avanzati, Cognit Neurosci Sector, I-34014 Trieste, Italy
[2] Univ Manchester, Fac Life Sci, Manchester M60 1QD, Lancs, England
基金
英国惠康基金;
关键词
sensory coding; information theory; spike timing; trigeminal ganglion; barrel cortex; vibrissae;
D O I
10.1523/JNEUROSCI.1491-06.2006
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Rats achieve remarkable texture discriminations by sweeping their facial whiskers along surfaces. This work explores how neurons at two levels of the sensory pathway, trigeminal ganglion and barrel cortex, carry information about such stimuli. We identified two biologically plausible coding mechanisms, spike counts and patterns, and used "mutual information" to quantify how reliably neurons in anesthetized rats reported texture when "decoded" according to these candidate mechanisms. For discriminations between surfaces of different coarseness, spike counts could be decoded reliably and rapidly (within 30 ms after stimulus onset in cortex). Information increased as responses were considered as spike patterns with progressively finer temporal precision. At highest temporal resolution (spike sequences across six bins of 4 ms), the quantity of "information" in patterns rose 150% for ganglion neurons and 110% for cortical neurons above that in spike counts. In some cases, patterns permitted discriminations not supported by spike counts alone.
引用
收藏
页码:9216 / 9226
页数:11
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