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Proportional spike-timing precision and firing reliability underlie efficient temporal processing of periodicity and envelope shape cues

机译:比例的峰值定时精度和发射可靠性是周期性和包络形状提示的有效时间处理的基础

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摘要

Temporal sound cues are essential for sound recognition, pitch, rhythm, and timbre perception, yet how auditory neurons encode such cues is subject of ongoing debate. Rate coding theories propose that temporal sound features are represented by rate tuned modulation filters. However, overwhelming evidence also suggests that precise spike timing is an essential attribute of the neural code. Here we demonstrate that single neurons in the auditory midbrain employ a proportional code in which spike-timing precision and firing reliability covary with the sound envelope cues to provide an efficient representation of the stimulus. Spike-timing precision varied systematically with the timescale and shape of the sound envelope and yet was largely independent of the sound modulation frequency, a prominent cue for pitch. In contrast, spike-count reliability was strongly affected by the modulation frequency. Spike-timing precision extends from sub-millisecond for brief transient sounds up to tens of milliseconds for sounds with slow-varying envelope. Information theoretic analysis further confirms that spike-timing precision depends strongly on the sound envelope shape, while firing reliability was strongly affected by the sound modulation frequency. Both the information efficiency and total information were limited by the firing reliability and spike-timing precision in a manner that reflected the sound structure. This result supports a temporal coding strategy in the auditory midbrain where proportional changes in spike-timing precision and firing reliability can efficiently signal shape and periodicity temporal cues.
机译:时间声音提示对于声音识别,音调,节奏和音色感知至关重要,但是听觉神经元如何编码此类提示仍在争论中。速率编码理论提出时间声音特征由速率调谐的调制滤波器表示。但是,大量证据还表明,精确的尖峰定时是神经代码的基本属性。在这里,我们证明听觉中脑中的单个神经元采用比例代码,其中尖峰定时精度和发射可靠性与声音包络提示共存,以提供刺激的有效表示。尖峰定时精度随声音包络的时间尺度和形状而系统地变化,但在很大程度上与声音调制频率无关,这是音调的主要提示。相反,尖峰计数可靠性受调制频率的强烈影响。尖峰定时的精度从短暂的亚毫秒级到毫秒级,到包络线缓慢变化的十秒级到几十毫秒。信息理论分析进一步证实,尖峰定时精度在很大程度上取决于声包络的形状,而发射可靠性受声音调制频率的强烈影响。信息效率和总信息量都受到发射可靠性和尖峰定时精度的限制,从而反映了声音的结构。该结果支持了听觉中脑的时间编码策略,其中尖峰定时精度和发射可靠性的比例变化可以有效地发出信号形状和周期性的时间提示。

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