Tang Claire, Chehayeb Diala, Srivastava Kyle, Nemenman Ilya, Sober Samuel J
Neuroscience Graduate Program, University of California, San Francisco, San Francisco, California, United States of America; Department of Biology, Emory University, Atlanta, Georgia, United States of America.
Department of Biology, Emory University, Atlanta, Georgia, United States of America.
PLoS Biol. 2014 Dec 9;12(12):e1002018. doi: 10.1371/journal.pbio.1002018. eCollection 2014 Dec.
Studies of motor control have almost universally examined firing rates to investigate how the brain shapes behavior. In principle, however, neurons could encode information through the precise temporal patterning of their spike trains as well as (or instead of) through their firing rates. Although the importance of spike timing has been demonstrated in sensory systems, it is largely unknown whether timing differences in motor areas could affect behavior. We tested the hypothesis that significant information about trial-by-trial variations in behavior is represented by spike timing in the songbird vocal motor system. We found that neurons in motor cortex convey information via spike timing far more often than via spike rate and that the amount of information conveyed at the millisecond timescale greatly exceeds the information available from spike counts. These results demonstrate that information can be represented by spike timing in motor circuits and suggest that timing variations evoke differences in behavior.
运动控制研究几乎都通过检查 firing rates 来探究大脑如何塑造行为。然而,原则上神经元可以通过其尖峰序列的精确时间模式以及(或者替代)通过其 firing rates 来编码信息。尽管尖峰时间的重要性已在感觉系统中得到证明,但运动区域的时间差异是否会影响行为在很大程度上仍不清楚。我们测试了这样一个假设,即关于行为中逐次试验变化的重要信息由鸣禽发声运动系统中的尖峰时间来表示。我们发现,运动皮层中的神经元通过尖峰时间传递信息的频率远高于通过尖峰率,并且在毫秒时间尺度上传达的信息量大大超过了尖峰计数所提供的信息。这些结果表明,信息可以由运动回路中的尖峰时间来表示,并表明时间变化会引发行为差异。