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从脑电图对听觉皮层经颅磁刺激的反应中解码听觉工作记忆内容。

Decoding auditory working memory content from EEG responses to auditory-cortical TMS.

作者信息

Uluç Işıl, Daneshzand Mohammad, Jas Mainak, Kotlarz Parker, Lankinen Kaisu, Fiedler Jennifer L, Mamashli Fahimeh, Pajankar Netri, Turpin Tori, Navarro de Lara Lucia, Sundaram Padmavathi, Raij Tommi, Nummenmaa Aapo, Ahveninen Jyrki

机构信息

Athinoula A. Martinos Center for Biomedical Imaging, Dept. of Radiology, Massachusetts General Hospital, Charlestown, MA, USA; Harvard Medical School, Boston, MA, USA.

Athinoula A. Martinos Center for Biomedical Imaging, Dept. of Radiology, Massachusetts General Hospital, Charlestown, MA, USA.

出版信息

Brain Stimul. 2025 May-Jun;18(3):649-658. doi: 10.1016/j.brs.2025.02.020. Epub 2025 Feb 28.

Abstract

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.

摘要

工作记忆(WM),即对信息进行短期维持以支持目标导向行为,对人类认知至关重要。确定支持工作记忆的神经机制是神经科学研究的一个焦点。一个著名的理论假设,工作记忆内容由涉及短期突触变化的“活动沉默”脑状态携带。在这种脑状态中携带的信息可以从对无关“脉冲刺激”的反应中特定于内容的变化进行解码。在这里,我们使用单脉冲经颅磁刺激(spTMS)作为脉冲刺激,然后使用具有稳健非参数置换检验的多变量模式分析(MVPA)从脑电图中解码工作记忆中维持的内容。在工作记忆维持期间,当spTMS施加到后颞上回时,工作记忆内容的解码准确性显著提高。我们的结果表明,工作记忆维持涉及脑状态,相对于脑电图信号中可见的其他内在过程,这些脑状态是活动沉默的。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ebaf/12097927/61f3fa6955ef/nihms-2079635-f0001.jpg

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