Immediate effects of short-term meditation on sensorimotor rhythm-based brain–computer interface performance

Author:

Kim Jeehyun,Jiang Xiyuan,Forenzo Dylan,Liu Yixuan,Anderson Nancy,Greco Carol M.,He Bin

Abstract

IntroductionMeditation has been shown to enhance a user’s ability to control a sensorimotor rhythm (SMR)-based brain-computer interface (BCI). For example, prior work have demonstrated that long-term meditation practices and an 8-week mindfulness-based stress reduction (MBSR) training have positive behavioral and neurophysiological effects on SMR-based BCI. However, the effects of short-term meditation practice on SMR-based BCI control are still unknown.MethodsIn this study, we investigated the immediate effects of a short, 20-minute meditation on SMR-based BCI control. Thirty-seven subjects performed several runs of one-dimensional cursor control tasks before and after two types of 20-minute interventions: a guided mindfulness meditation exercise and a recording of a narrator reading a journal article.ResultsWe found that there is no significant change in BCI performance and Electroencephalography (EEG) BCI control signal following either 20-minute intervention. Moreover, the change in BCI performance between the meditation group and the control group was found to be not significant.DiscussionThe present results suggest that a longer period of meditation is needed to improve SMR-based BCI control.

Publisher

Frontiers Media SA

Subject

Behavioral Neuroscience,Biological Psychiatry,Psychiatry and Mental health,Neurology,Neuropsychology and Physiological Psychology

Reference52 articles.

1. Change in physiological signals during mindfulness meditation;Ahani;2013 6th International IEEE/EMBS conference on neural engineering (NER),2013

2. A survey of signal processing algorithms in brain–computer interfaces based on electrical brain signals.;Bashashati;J. Neural Eng.,2007

3. Interpreting EEG alpha activity.;Bazanova;Neurosci. Biobehav. Rev.,2014

4. Mindfulness: A proposed operational definition;Bishop;Clin. Psychol. Sci. Pract,2004

5. Neurophysiological predictor of SMR-based BCI performance.;Blankertz;Neuroimage,2010

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