多感官整合的多时间尺度神经动力学

IF 28.7 1区 医学 Q1 NEUROSCIENCES
Daniel Senkowski, Andreas K. Engel
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引用次数: 0

摘要

执行任何日常任务,无论是在车流中驾驶、与朋友交谈还是打篮球,都需要快速选择、整合和分离来自不同感官模式的刺激。目前,即使是最先进的人工智能系统也无法复制人脑日常执行的多感官过程,但人们对大脑神经回路如何执行这些过程仍不甚了解。在这篇 "视角 "中,我们将讨论最近的研究发现,这些发现为介导多感觉统合(MI)的振荡神经机制提供了新的启示,包括功率调制、相位重置、相位-振幅耦合和动态功能连接。然后,我们将考虑一些研究,这些研究还表明,在多感官整合的背景下,内在的持续神经活动以及刺激驱动的自下而上和认知的自上而下神经网络处理过程中也存在多时间尺度的动态变化。我们提出了多元智能的新概念,强调神经动态在大脑网络内部和之间的多时间尺度上的关键作用,使不同时间窗口的信息能够同时整合、分离、分层结构化和选择。为了突出我们多时间尺度 MI 概念的预测,我们考虑了现实世界中多时间尺度过程可能以灵活和自适应的方式协调 MI 的情景。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Multi-timescale neural dynamics for multisensory integration

Multi-timescale neural dynamics for multisensory integration

Multi-timescale neural dynamics for multisensory integration
Carrying out any everyday task, be it driving in traffic, conversing with friends or playing basketball, requires rapid selection, integration and segregation of stimuli from different sensory modalities. At present, even the most advanced artificial intelligence-based systems are unable to replicate the multisensory processes that the human brain routinely performs, but how neural circuits in the brain carry out these processes is still not well understood. In this Perspective, we discuss recent findings that shed fresh light on the oscillatory neural mechanisms that mediate multisensory integration (MI), including power modulations, phase resetting, phase–amplitude coupling and dynamic functional connectivity. We then consider studies that also suggest multi-timescale dynamics in intrinsic ongoing neural activity and during stimulus-driven bottom–up and cognitive top–down neural network processing in the context of MI. We propose a new concept of MI that emphasizes the critical role of neural dynamics at multiple timescales within and across brain networks, enabling the simultaneous integration, segregation, hierarchical structuring and selection of information in different time windows. To highlight predictions from our multi-timescale concept of MI, real-world scenarios in which multi-timescale processes may coordinate MI in a flexible and adaptive manner are considered. How the brain routinely processes information from different sensory modalities during everyday tasks is not well understood. In this Perspective, Engel and Senkowski propose how oscillatory neural mechanisms operating at multiple timescales within and across brain networks can mediate such multisensory integration.
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来源期刊
自引率
0.60%
发文量
104
期刊介绍: Nature Reviews Neuroscience is a multidisciplinary journal that covers various fields within neuroscience, aiming to offer a comprehensive understanding of the structure and function of the central nervous system. Advances in molecular, developmental, and cognitive neuroscience, facilitated by powerful experimental techniques and theoretical approaches, have made enduring neurobiological questions more accessible. Nature Reviews Neuroscience serves as a reliable and accessible resource, addressing the breadth and depth of modern neuroscience. It acts as an authoritative and engaging reference for scientists interested in all aspects of neuroscience.
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