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

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

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.
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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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