Experimental evidence on computational mechanisms of concurrent temporal channels for auditory processing

Xiangbin Teng, D. Poeppel
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Abstract

Natural sounds convey perceptually relevant information over multiple timescales, and the necessary extraction of multi-timescale information requires the human auditory system to work over distinct ranges. Here, we show behavioral and neural evidence that acoustic information at two discrete timescales (~ 30 ms and ~ 200 ms) is preferably coded and that the theta and gamma neural bands of the auditory cortical system correlate with temporal coding of acoustic information. We then propose an computational approach to investigate how the cortical auditory system implements canonical computations at the two prominent timescales – the auditory system constructs a multi-timescale feature space to achieve sound recognition.
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听觉加工并发时间通道计算机制的实验证据
自然声音在多个时间尺度上传递感知相关信息,而多时间尺度信息的必要提取要求人类听觉系统在不同的范围内工作。在这里,我们展示了行为学和神经学的证据,表明两个离散时间尺度(~ 30 ms和~ 200 ms)的声信息是优选编码的,并且听觉皮质系统的θ和γ神经带与声信息的时间编码相关。然后,我们提出了一种计算方法来研究皮层听觉系统如何在两个突出的时间尺度上实现规范计算-听觉系统构建多时间尺度特征空间来实现声音识别。
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