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Xiyuan Jiang

3 papers in the library · 6 citations · publishing 2020-2022

Papers

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

Frontiers in Human Neuroscience December 20, 2022 Jeehyun Kim, Xiyuan Jiang, Dylan Forenzo et al. 4 citations

Introduction: Meditation 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...

Effects of Long-Term Meditation Practices on Sensorimotor Rhythm-Based Brain-Computer Interface Learning

Frontiers in Neuroscience January 21, 2021 Xiyuan Jiang, Emily Lopez, James Stieger et al.

Sensorimotor rhythm (SMR)-based brain–computer interfaces (BCIs) provide an alternative pathway for users to perform motor control using motor imagery. Despite the non-invasiveness, ease of use, and low cost, this kind of BCI has limitations due to long training times and BCI inefficiency—that is, the SMR BCI control paradigm may not work well on a subpopulation of users. Meditation is a mental...

Effects of Long-Term Meditation Practices on Sensorimotor Rhythm Based BCI Learning

bioRxiv Preprint Server September 9, 2020 Xiyuan Jiang, Emily Lopez, James Stieger et al. 2 citations preprint

Sensorimotor rhythm (SMR) based brain-computer interfaces (BCIs) provide an alternative pathway for users to perform motor control using motor imagery (MI). Despite the non-invasiveness, ease of use and low cost, this kind of BCI has limitation due to long training times and BCI inefficiency— where a subpopulation cannot generate decodable EEG signals to perform the control task. Meditation is...