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生理噪声促进了躯体感觉皮层中类似振动触觉信号的多路编码。

Physiological noise facilitates multiplexed coding of vibrotactile-like signals in somatosensory cortex.

机构信息

Neurosciences and Mental Health, The Hospital for Sick Children, Toronto, ON M5G 0A4, Canada.

Institute of Biomedical Engineering, University of Toronto, Toronto, ON M5S 3G9, Canada.

出版信息

Proc Natl Acad Sci U S A. 2022 Sep 13;119(37):e2118163119. doi: 10.1073/pnas.2118163119. Epub 2022 Sep 6.

Abstract

Neurons can use different aspects of their spiking to simultaneously represent (multiplex) different features of a stimulus. For example, some pyramidal neurons in primary somatosensory cortex (S1) use the rate and timing of their spikes to, respectively, encode the intensity and frequency of vibrotactile stimuli. Doing so has several requirements. Because they fire at low rates, pyramidal neurons cannot entrain 1:1 with high-frequency (100 to 600 Hz) inputs and, instead, must skip (i.e., not respond to) some stimulus cycles. The proportion of skipped cycles must vary inversely with stimulus intensity for firing rate to encode stimulus intensity. Spikes must phase-lock to the stimulus for spike times (intervals) to encode stimulus frequency, but, in addition, skipping must occur irregularly to avoid aliasing. Using simulations and in vitro experiments in which mouse S1 pyramidal neurons were stimulated with inputs emulating those induced by vibrotactile stimuli, we show that fewer cycles are skipped as stimulus intensity increases, as required for rate coding, and that intrinsic or synaptic noise can induce irregular skipping without disrupting phase locking, as required for temporal coding. This occurs because noise can modulate the reliability without disrupting the precision of spikes evoked by small-amplitude, fast-onset signals. Specifically, in the fluctuation-driven regime associated with sparse spiking, rate and temporal coding are both paradoxically improved by the strong synaptic noise characteristic of the intact cortex. Our results demonstrate that multiplexed coding by S1 pyramidal neurons is not only feasible under in vivo conditions, but that background synaptic noise is actually beneficial.

摘要

神经元可以利用其尖峰的不同方面同时表示(复用)刺激的不同特征。例如,初级体感皮层(S1)中的一些锥体神经元使用其尖峰的速率和时间来分别编码振动触觉刺激的强度和频率。要做到这一点,需要满足几个要求。由于它们的放电频率较低,锥体神经元无法与高频(100 至 600 Hz)输入 1:1 同步,而是必须跳过(即,不响应)一些刺激周期。对于速率编码,跳过的周期比例必须与刺激强度成反比。为了使尖峰时间(间隔)编码刺激频率,尖峰必须与刺激相位锁定,但此外,为了避免混叠,跳过必须不规则发生。我们使用模拟和体外实验,用模拟振动触觉刺激引起的输入刺激小鼠 S1 锥体神经元,结果表明,随着刺激强度的增加,跳过的周期会减少,这是速率编码所需要的,而且内在或突触噪声可以在不破坏相位锁定的情况下诱导不规则跳过,这是时间编码所需要的。这是因为噪声可以调节可靠性,而不会破坏由小幅度、快速起始信号引起的尖峰的精度。具体来说,在与稀疏放电相关的波动驱动的状态下,速率和时间编码都可以通过完整皮层的强突触噪声得到改善。我们的结果表明,S1 锥体神经元的复用编码不仅在体内条件下是可行的,而且背景突触噪声实际上是有益的。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cc2c/9478643/b2aa81625eef/pnas.2118163119fig01.jpg

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