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通过感觉运动相互作用学习语音产生与感知。

Learning Speech Production and Perception through Sensorimotor Interactions.

作者信息

Shamma Shihab, Patel Prachi, Mukherjee Shoutik, Marion Guilhem, Khalighinejad Bahar, Han Cong, Herrero Jose, Bickel Stephan, Mehta Ashesh, Mesgarani Nima

机构信息

Department of Electrical and Computer Engineering, Institute for Systems Research, University of Maryland, College Park, MD 20742, USA.

Laboratoire des Systèmes Perceptifs, Department des Etudes Cognitive, École Normale Supérieure, PSL University, 75005 Paris, France.

出版信息

Cereb Cortex Commun. 2020 Nov 27;2(1):tgaa091. doi: 10.1093/texcom/tgaa091. eCollection 2021.

Abstract

Action and perception are closely linked in many behaviors necessitating a close coordination between sensory and motor neural processes so as to achieve a well-integrated smoothly evolving task performance. To investigate the detailed nature of these sensorimotor interactions, and their role in learning and executing the skilled motor task of speaking, we analyzed ECoG recordings of responses in the high-γ band (70-150 Hz) in human subjects while they listened to, spoke, or silently articulated speech. We found elaborate spectrotemporally modulated neural activity projecting in both "forward" (motor-to-sensory) and "inverse" directions between the higher-auditory and motor cortical regions engaged during speaking. Furthermore, mathematical simulations demonstrate a key role for the forward projection in "learning" to control the vocal tract, beyond its commonly postulated predictive role during execution. These results therefore offer a broader view of the functional role of the ubiquitous forward projection as an important ingredient in learning, rather than just control, of skilled sensorimotor tasks.

摘要

在许多行为中,动作与感知紧密相连,这需要感觉和运动神经过程之间密切协调,以实现良好整合且平稳发展的任务表现。为了研究这些感觉运动相互作用的详细性质,以及它们在学习和执行说话这一熟练运动任务中的作用,我们分析了人类受试者在听、说或默读言语时,高γ波段(70 - 150赫兹)反应的脑电信号记录。我们发现,在说话过程中参与的高级听觉和运动皮层区域之间,存在着在“正向”(从运动到感觉)和“反向”方向上投射的精细的频谱时间调制神经活动。此外,数学模拟表明,正向投射在控制声道的“学习”中起着关键作用,而不仅仅是在执行过程中通常假定的预测作用。因此,这些结果为普遍存在的正向投射的功能作用提供了更广泛的视角,即它是学习熟练感觉运动任务的重要因素,而不仅仅是控制因素。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bb8e/8152878/0b75f3d16726/tgaa091f1.jpg

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