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具有灵活频带宽度的多时间尺度上的上下文敏感性。

Context Sensitivity across Multiple Time scales with a Flexible Frequency Bandwidth.

作者信息

Regev Tamar I, Markusfeld Geffen, Deouell Leon Y, Nelken Israel

机构信息

Edmond and Lily Safra Center for Brain Sciences, The Hebrew University of Jerusalem, Jerusalem 9190401, Israel.

MIT Department of Brain and Cognitive Sciences, Cambridge, MA 02139, USA.

出版信息

Cereb Cortex. 2021 Nov 23;32(1):158-175. doi: 10.1093/cercor/bhab200.

Abstract

Everyday auditory streams are complex, including spectro-temporal content that varies at multiple timescales. Using EEG, we investigated the sensitivity of human auditory cortex to the content of past stimulation in unattended sequences of equiprobable tones. In 3 experiments including 82 participants overall, we found that neural responses measured at different latencies after stimulus onset were sensitive to frequency intervals computed over distinct timescales. Importantly, early responses were sensitive to a longer history of stimulation than later responses. To account for these results, we tested a model consisting of neural populations with frequency-specific but broad tuning that undergo adaptation with exponential recovery. We found that the coexistence of neural populations with distinct recovery rates can explain our results. Furthermore, the adaptation bandwidth of these populations depended on spectral context-it was wider when the stimulation sequence had a wider frequency range. Our results provide electrophysiological evidence as well as a possible mechanistic explanation for dynamic and multiscale context-dependent auditory processing in the human cortex.

摘要

日常听觉流很复杂,包括在多个时间尺度上变化的频谱-时间内容。我们使用脑电图(EEG)研究了人类听觉皮层对未被注意的等概率音调序列中过去刺激内容的敏感性。在总共包括82名参与者的3个实验中,我们发现刺激开始后不同潜伏期测量的神经反应对在不同时间尺度上计算的频率间隔敏感。重要的是,早期反应比后期反应对更长的刺激历史敏感。为了解释这些结果,我们测试了一个由具有频率特异性但广泛调谐的神经群体组成的模型,这些群体经历指数恢复的适应过程。我们发现具有不同恢复率的神经群体的共存可以解释我们的结果。此外,这些群体的适应带宽取决于频谱背景——当刺激序列具有更宽的频率范围时,它更宽。我们的结果为人类皮层中动态和多尺度上下文依赖的听觉处理提供了电生理证据以及可能的机制解释。

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