Department of Biomedical Engineering, University of Connecticut, Storrs, CT 06269, USA.
J Neurophysiol. 2013 Aug;110(3):587-606. doi: 10.1152/jn.01080.2010. Epub 2013 May 1.
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.
时间声音线索对于声音识别、音高、节奏和音色感知至关重要,但听觉神经元如何对这些线索进行编码仍然存在争议。率编码理论提出,时间声音特征由调谐调制滤波器的率来表示。然而,压倒性的证据也表明,精确的尖峰时间是神经编码的一个基本属性。在这里,我们证明了听觉中脑中的单个神经元采用比例编码,其中尖峰时间精度和发射可靠性与声音包络线索相关,为刺激提供了有效的表示。尖峰时间精度与声音包络的时标和形状系统地变化,但在很大程度上独立于声音调制频率,这是音高的一个突出线索。相比之下,尖峰计数可靠性受调制频率的强烈影响。尖峰时间精度从短暂瞬态声音的亚毫秒扩展到具有缓慢变化包络的声音的数十毫秒。信息论分析进一步证实,尖峰时间精度强烈依赖于声音包络形状,而发射可靠性强烈受声音调制频率的影响。信息效率和总信息量都受到发射可靠性和尖峰时间精度的限制,这种限制方式反映了声音结构。这一结果支持了听觉中脑中的一种时间编码策略,其中尖峰时间精度和发射可靠性的比例变化可以有效地发出形状和周期性时间线索。