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鸣禽中,毫秒级的运动编码先于感觉运动学习。

Millisecond-scale motor coding precedes sensorimotor learning in songbirds.

作者信息

Pascual Leila May M, Vusirikala Aanya, Nemenman Ilya M, Sober Samuel J, Pasek Michael

机构信息

Neuroscience Graduate Program, Emory University, Atlanta, United States.

Department of Biology, Emory University, Atlanta, United States.

出版信息

bioRxiv. 2024 Dec 22:2024.09.27.615500. doi: 10.1101/2024.09.27.615500.

Abstract

A key goal of the nervous system in young animals is to learn motor skills. Songbirds learn to sing as juveniles, providing a unique opportunity to identify the neural correlates of skill acquisition. Prior studies have shown that spike rate variability in vocal motor cortex decreases substantially during song acquisition, suggesting a transition from rate-based neural control to the millisecond-precise motor codes known to underlie adult vocal performance. By distinguishing how the ensemble of spike patterns fired by cortical neurons (the "neural vocabulary") and the relationship between spike patterns and song acoustics (the "neural code") change during song acquisition, we quantified how vocal control changes across learning in juvenile Bengalese finches. We found that despite the expected drop in rate variability (a learning-related change in spike vocabulary), the precision of the neural code in the youngest singers is the same as in adults, with 1-2 ms variations in spike timing transduced into quantifiably different behaviors. In contrast, fluctuations in firing rates on longer timescales fail to affect the motor output in both juvenile and adult animals. The consistent presence of millisecond-scale motor coding during changing levels of spike rate and behavioral variability suggests that learning-related changes in cortical activity reflect the brain's changing its spiking vocabulary to better match the underlying motor code, rather than a change in the precision of the code itself.

摘要

幼龄动物神经系统的一个关键目标是学习运动技能。鸣禽在幼年时学会唱歌,这为识别技能习得的神经关联提供了独特的机会。先前的研究表明,在歌曲习得过程中,发声运动皮层的放电率变异性大幅下降,这表明从基于速率的神经控制向已知构成成年发声表现基础的毫秒级精确运动编码过渡。通过区分皮层神经元发放的尖峰模式集合(“神经词汇”)以及尖峰模式与歌声声学之间的关系(“神经编码”)在歌曲习得过程中的变化,我们量化了孟加拉雀幼鸟在学习过程中发声控制的变化。我们发现,尽管放电率变异性如预期那样下降(尖峰词汇的与学习相关的变化),但最年幼歌唱者的神经编码精度与成年歌唱者相同,尖峰时间1 - 2毫秒的变化转化为可量化的不同行为。相比之下,较长时间尺度上的放电率波动在幼年和成年动物中均未影响运动输出。在尖峰率和行为变异性不断变化的水平期间,毫秒级运动编码始终存在,这表明皮层活动中与学习相关的变化反映了大脑改变其尖峰词汇以更好地匹配潜在的运动编码,而不是编码本身精度的变化。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a123/11687576/e63af884c2a1/nihpp-2024.09.27.615500v2-f0005.jpg

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