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Magnetoencephalography and Auditory Neural Representations

机译:脑磁图和听觉神经表征

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Complex sounds, especially natural sounds, can be parametrically characterized by many acoustic and perceptual features, one among which is temporal modulation. Temporal modulations describe changes of a sound in amplitude (amplitude modulation, AM) or in frequency (frequency modulation, FM). AM and FM are fundamental components of communication sounds, such as human speech and species-specific vocalizations, as well as music. Temporal modulations are encoded in at least two ways, temporal coding and rate coding. Magnetoencephalography (MEG), with its high temporal resolution and simultaneous access to multiple auditory cortical areas, is a non-invasive tool that can measure and describe the temporal coding of auditory modulations. We refer to the neural temporal encoding of temporal acoustic modulations as "modulation encoding". For simple, individually presented, acoustic modulations, modulation encoding is well described by a simple modulation transfer function (MTF). Even in this simple case, however, the MTF may depend strongly on the type of modulation being encoded (e.g. AM vs. FM, narrowband vs. broadband) or the context in which the modulation is heard (e.g. attended vs. unattended). Here we present a range of different types of modulation encoding employed by human auditory cortex. The simplest examples are for sinusoidally amplitude modulated carriers of a range of bandwidths (with special emphasis on those modulation rates relevant to speech and other natural sounds: below a few tens of Hz). We provide evidence that the modulation transfer functions are lowpass in shape and relatively independent of bandwidth. When several modulations are applied concurrently however, the modulation encoding typically, but not always, becomes non-linear: the auditory modulations are at the rates of the acoustic modulations but also at the rates of cross-modulation frequencies. The physiological occurrence, or not, of these cross terms seem be in accord with the psycho-physical concept of modulation filterbanks.
机译:复杂的声音(尤其是自然声音)可以通过许多声学和感知特征进行参数化表征,其中之一是时间调制。时间调制描述声音在振幅(振幅调制,AM)或频率(频率调制,FM)中的变化。 AM和FM是通信声音的基本组成部分,例如人类语音和特定物种的发声以及音乐。时间调制以至少两种方式编码,时间编码和速率编码。磁脑电图(MEG)具有高时间分辨率并同时访问多个听觉皮层区域,是一种非侵入性工具,可以测量和描述听觉调制的时间编码。我们将时间声学调制的神经时间编码称为“调制编码”。对于简单的,单独呈现的声学调制,可以通过简单的调制传递函数(MTF)很好地描述调制编码。但是,即使在这种简单情况下,MTF仍可能很大程度上取决于要编码的调制类型(例如AM与FM,窄带与宽带)或听到调制的上下文(例如,有人参与与无人值守)。在这里,我们介绍了人类听觉皮层采用的一系列不同类型的调制编码。最简单的示例是针对一定带宽范围的正弦幅度调制载波(特别强调与语音和其他自然声音有关的调制速率:几十赫兹以下)。我们提供的证据表明,调制传递函数的形状是低通的,并且与带宽无关。但是,当同时应用几个调制时,调制编码通常(但并非总是)变为非线性:听觉调制以声学调制的速率,但也以交叉调制频率的速率。这些交叉项的生理发生与否似乎与调制滤波器组的心理物理概念一致。

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