高效的模块化系统识别为时间处理提供了高分辨率检测,并揭示了注意力对人类听觉通路的多层次影响

Ravinderjit Singh, Hari Bharadwaj
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引用次数: 0

摘要

人类对听觉时间处理及其对衰老、听力损失、音乐性和其他听觉处理障碍的影响的研究通常采用脑干诱发电位(如针对特定调制频率的 FFR/EFR)。对前脑结构的时间处理研究较少,而且通常仅限于 40 赫兹的稳态响应。导致研究有限的一个因素是缺乏一种快速可靠的方法来描述人类在广泛调制频率范围内的非侵入性时间处理特征。在这里,我们使用了一种系统识别方法,即使用扩展最大长度序列(em-seq)调制白噪声,将刺激能量瞄准感兴趣的调制频率范围,并有效地获得稳健的听觉调制-时间响应函数或 "mod-TRF"。mod-TRF 可以捕捉来自早期处理通路(5-7 毫秒潜伏期)、中潜伏期区域(MLR)和晚潜伏期区域(LLR)的活动。mod-TRF 是时间调制传递函数(tMTF)的一种高分辨率模块化检测方法,它可以根据潜伏期、调制频带和头皮地形将对 tMTF 有贡献的不同神经成分分离开来。这种分解方法提供了一种见解,即 tMTF 形状中看似随机的个体差异可以理解为头皮综合反应中类似潜在神经源的权重和潜伏期的个体差异。我们测量了不同注意状态下的模态-TRF,发现特定来源的反应延迟缩短或振幅增强。令人惊讶的是,我们发现在高要求任务中,注意力效应可以延伸到处理通路的最早部分(约 5 毫秒)。综上所述,模态时间频率是一种很有前途的工具,可用于剖析听觉时间处理,并进一步了解衰老、听力损失和神经病理学等各种现象。
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Efficient modular system identification provides a high-resolution assay of temporal processing and reveals the multilevel effects of attention along the human auditory pathway
Human studies of auditory temporal processing and the effects therein of aging, hearing loss, musicianship, and other auditory processing disorders have conventionally employed brainstem evoked potentials (e.g., FFRs/EFRs targeting specific modulation frequencies). Studies of temporal processing in forebrain structures are fewer and are often restricted to the 40 Hz steady-state response. One factor contributing to the limited investigation is the lack of a fast and reliable method to characterize temporal processing non-invasively in humans over a wide range of modulation frequencies. Here, we use a system-identification approach where white noise, modulated using an extended maximum-length sequence (em-seq), is employed to target stimulus energy toward a modulation-frequency range of interest and efficiently obtain a robust auditory modulation-temporal response function or `mod-TRF'. The mod-TRF can capture activity from sources in the early processing pathway (5-7 ms latency), middle-latency region (MLR), and late latency region (LLR). The mod-TRF is a high-resolution, modular assay of the temporal modulation transfer function (tMTF) in that the distinct neural components contributing to the tMTF can be separated on the basis of their latency, modulation frequency band, and scalp topography. This decomposition provides the insight that the seemingly random individual variation in the shape of the tMTF can be understood as arising from individual differences in the weighting and latency of similar underlying neural sources in the composite scalp response. We measured the mod-TRF under different states of attention and found a reduction in latency or enhancement of amplitude of the response from specific sources. Surprisingly, we found that attention effects can extend to the earliest parts of the processing pathway (~5ms) in highly demanding tasks. Taken together, the mod-TRF is a promising tool for dissecting auditory temporal processing and obtain further insight into a variety of phenomenon such as aging, hearing loss, and neural pathology.
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