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动机和情绪对基于感觉运动节律的脑机接口性能的影响。

The influence of motivation and emotion on sensorimotor rhythm-based brain-computer interface performance.

机构信息

Institute of Psychology, University of Würzburg, Würzburg, Germany.

出版信息

Psychophysiology. 2021 Aug;58(8):e13832. doi: 10.1111/psyp.13832. Epub 2021 May 4.

Abstract

While decades of research have investigated and technically improved brain-computer interface (BCI)-controlled applications, relatively little is known about the psychological aspects of brain-computer interfacing. In 35 healthy students, we investigated whether extrinsic motivation manipulated via monetary reward and emotional state manipulated via video and music would influence behavioral and psychophysiological measures of performance with a sensorimotor rhythm (SMR)-based BCI. We found increased task-related brain activity in extrinsically motivated (rewarded) as compared with nonmotivated participants but no clear effect of emotional state manipulation. Our experiment investigated the short-term effect of motivation and emotion manipulation in a group of young healthy subjects, and thus, the significance for patients in the locked-in state, who may be in need of a BCI, remains to be investigated.

摘要

虽然几十年来的研究已经调查和技术改进了脑机接口(BCI)控制的应用,但对于脑机接口的心理方面相对知之甚少。在 35 名健康学生中,我们研究了通过金钱奖励操纵的外在动机和通过视频和音乐操纵的情绪状态是否会影响基于感觉运动节律(SMR)的 BCI 的行为和心理生理表现测量。与非动机参与者相比,我们发现外在动机(奖励)的参与者的任务相关脑活动增加,但情绪状态操纵没有明显效果。我们的实验在一组年轻健康受试者中研究了动机和情绪操纵的短期影响,因此,对于可能需要 BCI 的闭锁状态患者的意义仍有待研究。

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