Immediate brain plasticity after one hour of brain–computer interface (BCI)

Till Nierhaus, Carmen Vidaurre, Claudia Sannelli, Klaus Robert Mueller, Arno Villringer

    Research output: Contribution to journalArticlepeer-review

    48 Citations (Scopus)

    Abstract

    Key points: Two groups of inexperienced brain-computer interface users underwent a purely mental EEG-BCI session that rapidly impacted on their brain. Modulations in structural and functional MRI were found after only 1 h of BCI training. Two different types of BCI (based on motor imagery or visually evoked potentials) were employed and analyses showed that the brain plastic changes are spatially specific for the respective neurofeedback. This spatial specificity promises tailored therapeutic interventions (e.g. for stroke patients). Abstract: A brain-computer-interface (BCI) allows humans to control computational devices using only neural signals. However, it is still an open question, whether performing BCI also impacts on the brain itself, i.e. whether brain plasticity is induced. Here, we show rapid and spatially specific signs of brain plasticity measured with functional and structural MRI after only 1 h of purely mental BCI training in BCI-naive subjects. We employed two BCI approaches with neurofeedback based on (i) modulations of EEG rhythms by motor imagery (MI-BCI) or (ii) event-related potentials elicited by visually targeting flashing letters (ERP-BCI). Before and after the BCI session we performed structural and functional MRI. For both BCI approaches we found increased T1-weighted MR signal in the grey matter of the respective target brain regions, such as occipital/parietal areas after ERP-BCI and precuneus and sensorimotor regions after MI-BCI. The latter also showed increased functional connectivity and higher task-evoked BOLD activity in the same areas. Our results demonstrate for the first time that BCI by means of targeted neurofeedback rapidly impacts on MRI measures of brain structure and function. The spatial specificity of BCI-induced brain plasticity promises therapeutic interventions tailored to individual functional deficits, for example in patients after stroke.

    Original languageEnglish
    Pages (from-to)2435-2451
    Number of pages17
    JournalJournal of Physiology
    Volume599
    Issue number9
    DOIs
    Publication statusPublished - 2021 May 1

    Bibliographical note

    Publisher Copyright:
    © 2019 The Authors. The Journal of Physiology published by John Wiley & Sons Ltd on behalf of The Physiological Society.

    Keywords

    • EEG
    • brain computer interface (BCI)
    • brain plasticity
    • fMRI
    • functional connectivity
    • machine learning

    ASJC Scopus subject areas

    • Physiology

    Fingerprint

    Dive into the research topics of 'Immediate brain plasticity after one hour of brain–computer interface (BCI)'. Together they form a unique fingerprint.

    Cite this