Deciphering the Spike Train of a Sensory Neuron: Counts and Temporal Patterns in the Rat Whisker Pathway

Ehsan Arabzadeh, Stefano Panzeri, Mathew E. Diamond

Journal of Neuroscience · 2006 · 168 citations · 39 references

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TL;DR

Rats can discriminate textures by sweeping their whiskers along surfaces. The study investigates how neurons in the trigeminal ganglion and barrel cortex encode texture information. The authors quantified the reliability of spike counts and temporal patterns by computing mutual information to decode texture in anesthetized rats. Spike counts allowed rapid, reliable decoding within 30 ms in cortex, but adding temporal patterns increased information by 150 % in ganglion and 110 % in cortex, enabling discriminations that spike counts alone could not support.

Abstract

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.

References

39