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体感皮层第4层对主动触觉的低噪声编码

Low-noise encoding of active touch by layer 4 in the somatosensory cortex.

作者信息

Hires Samuel Andrew, Gutnisky Diego A, Yu Jianing, O'Connor Daniel H, Svoboda Karel

机构信息

Janelia Research Campus, Howard Hughes Medical Institute, Ashburn, United States.

出版信息

Elife. 2015 Aug 6;4:e06619. doi: 10.7554/eLife.06619.

Abstract

Cortical spike trains often appear noisy, with the timing and number of spikes varying across repetitions of stimuli. Spiking variability can arise from internal (behavioral state, unreliable neurons, or chaotic dynamics in neural circuits) and external (uncontrolled behavior or sensory stimuli) sources. The amount of irreducible internal noise in spike trains, an important constraint on models of cortical networks, has been difficult to estimate, since behavior and brain state must be precisely controlled or tracked. We recorded from excitatory barrel cortex neurons in layer 4 during active behavior, where mice control tactile input through learned whisker movements. Touch was the dominant sensorimotor feature, with >70% spikes occurring in millisecond timescale epochs after touch onset. The variance of touch responses was smaller than expected from Poisson processes, often reaching the theoretical minimum. Layer 4 spike trains thus reflect the millisecond-timescale structure of tactile input with little noise.

摘要

皮层尖峰序列通常看起来具有噪声,尖峰的时间和数量在刺激的重复过程中会有所变化。尖峰变异性可能源于内部(行为状态、不可靠的神经元或神经回路中的混沌动力学)和外部(不受控制的行为或感觉刺激)来源。由于必须精确控制或跟踪行为和大脑状态,因此难以估计尖峰序列中不可减少的内部噪声量,这是对皮层网络模型的一个重要限制。我们在主动行为期间记录了第4层兴奋性桶状皮层神经元的活动,在此期间小鼠通过学习的触须运动来控制触觉输入。触觉是主要的感觉运动特征,超过70%的尖峰出现在触觉开始后的毫秒时间尺度内。触觉反应的方差小于泊松过程预期的值,通常达到理论最小值。因此,第4层尖峰序列以很少的噪声反映了触觉输入的毫秒时间尺度结构。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8e78/4525079/ab28bd0de0d4/elife06619f001.jpg

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