Rats achieve remarkable texture discriminations by sweeping their facialwhiskers 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 responseswere considered as spike patterns with progressively finer temporal precision. At highest temporal resolution (spike sequences across six bins of 4ms), 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.

Deciphering the spike train of a sensory neuron: Counts and temporal patterns in the rat whisker pathway / Arabzadeh, E; Panzeri, S; Diamond, Mathew Ernest. - In: THE JOURNAL OF NEUROSCIENCE. - ISSN 0270-6474. - 26:(2006), pp. 9216-9226. [10.1523/JNEUROSCI.1491-06.2006]

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

Diamond, Mathew Ernest
2006-01-01

Abstract

Rats achieve remarkable texture discriminations by sweeping their facialwhiskers 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 responseswere considered as spike patterns with progressively finer temporal precision. At highest temporal resolution (spike sequences across six bins of 4ms), 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.
2006
26
9216
9226
Arabzadeh, E; Panzeri, S; Diamond, Mathew Ernest
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.11767/13570
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