从脑电对听觉皮层经颅磁刺激的反应中解码听觉工作记忆内容。

IF 7.6 1区 医学 Q1 CLINICAL NEUROLOGY
Işıl Uluç , Mohammad Daneshzand , Mainak Jas , Parker Kotlarz , Kaisu Lankinen , Jennifer L. Fiedler , Fahimeh Mamashli , Netri Pajankar , Tori Turpin , Lucia Navarro de Lara , Padmavathi Sundaram , Tommi Raij , Aapo Nummenmaa , Jyrki Ahveninen
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引用次数: 0

摘要

工作记忆(WM)是对目标导向行为的短期信息维护,是人类认知的重要组成部分。识别支持WM的神经机制是神经科学研究的热点。一个突出的理论假设,WM内容是在“活动沉默”的大脑状态下进行的,涉及短期突触变化。在这种大脑状态下携带的信息可以从对不相关的“冲动刺激”的反应的特定内容变化中解码出来。本研究采用单脉冲经颅磁刺激(spTMS)作为脉冲刺激,利用多变量模式分析(MVPA)和鲁棒非参数置换检验对脑电WM中保留的内容进行解码。在WM维持期间,将spTMS传递至后颞上皮层后,WM内容的解码准确率显著提高。我们的研究结果表明,WM维持涉及大脑状态,相对于脑电图信号中可见的其他内在过程,这些状态是活动沉默的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Decoding auditory working memory content from EEG responses to auditory-cortical TMS
Working memory (WM), short term maintenance of information for goal directed behavior, is essential to human cognition. Identifying the neural mechanisms supporting WM is a focal point of neuroscientific research. One prominent theory hypothesizes that WM content is carried in “activity-silent” brain states involving short-term synaptic changes. Information carried in such brain states could be decodable from content-specific changes in responses to unrelated “impulse stimuli”. Here, we used single-pulse transcranial magnetic stimulation (spTMS) as the impulse stimulus and then decoded content maintained in WM from EEG using multivariate pattern analysis (MVPA) with robust non-parametric permutation testing. The decoding accuracy of WM content significantly enhanced after spTMS was delivered to the posterior superior temporal cortex during WM maintenance. Our results show that WM maintenance involves brain states, which are activity silent relative to other intrinsic processes visible in the EEG signal.
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来源期刊
Brain Stimulation
Brain Stimulation 医学-临床神经学
CiteScore
13.10
自引率
9.10%
发文量
256
审稿时长
72 days
期刊介绍: Brain Stimulation publishes on the entire field of brain stimulation, including noninvasive and invasive techniques and technologies that alter brain function through the use of electrical, magnetic, radiowave, or focally targeted pharmacologic stimulation. Brain Stimulation aims to be the premier journal for publication of original research in the field of neuromodulation. The journal includes: a) Original articles; b) Short Communications; c) Invited and original reviews; d) Technology and methodological perspectives (reviews of new devices, description of new methods, etc.); and e) Letters to the Editor. Special issues of the journal will be considered based on scientific merit.
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