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The Encephalophone: A Novel Musical Biofeedback Device using Conscious Control of Electroencephalogram (EEG)

机译:脑耳机:一种新颖的音乐生物反馈设备使用脑电图(EEG)的自觉控制

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摘要

A novel musical instrument and biofeedback device was created using electroencephalogram (EEG) posterior dominant rhythm (PDR) or mu rhythm to control a synthesized piano, which we call the Encephalophone. Alpha-frequency (8–12 Hz) signal power from PDR in the visual cortex or from mu rhythm in the motor cortex was used to create a power scale which was then converted into a musical scale, which could be manipulated by the individual in real time. Subjects could then generate different notes of the scale by activation (event-related synchronization) or de-activation (event-related desynchronization) of the PDR or mu rhythms in visual or motor cortex, respectively. Fifteen novice normal subjects were tested in their ability to hit target notes presented within a 5-min trial period. All 15 subjects were able to perform more accurately (average of 27.4 hits, 67.1% accuracy for visual cortex/PDR signaling; average of 20.6 hits, 57.1% accuracy for mu signaling) than a random note generation (19.03% accuracy). Moreover, PDR control was significantly more accurate than mu control. This shows that novice healthy individuals can control music with better accuracy than random, with no prior training on the device, and that PDR control is more accurate than mu control for these novices. Individuals with more years of musical training showed a moderate positive correlation with more PDR accuracy, but not mu accuracy. The Encephalophone may have potential applications both as a novel musical instrument without requiring movement, as well as a potential therapeutic biofeedback device for patients suffering from motor deficits (e.g., amyotrophic lateral sclerosis (ALS), brainstem stroke, traumatic amputation).
机译:使用脑电图(EEG)后主节奏(PDR)或mu节奏创建了一种新颖的乐器和生物反馈装置,以控制合成钢琴(我们称为“脑电”)。视觉皮层中的PDR或运动皮层中的mu节奏的Alpha频率(8–12 Hz)信号功率用于创建功率标度,然后将其转换为音乐标度,可以由个人实际操作时间。然后,受试者可以分别通过激活(事件相关的同步)或取消激活(事件相关的去同步)PDR或视觉或运动皮层的心律来产生不同的音阶音符。测试了15名新手正常受试者在5分钟的试验期内达到目标音符的能力。与随机音符产生(19.03%的准确度)相比,所有15位受试者的表现都更为准确(视觉2 /命中率平均为67.1%,视觉皮层/ PDR信号准确度;平均20.6命中率,mu信号准确度为57.1%)。此外,PDR控制比mu控制要精确得多。这表明健康的新手可以对音乐进行控制,其准确性比随机控制的要好,并且无需事先在设备上进行培训,对于这些新手,PDR的控制要比mu的控制更为准确。受过多年音乐训练的人显示出中等正相关,具有更高的PDR准确性,但没有mu准确性。对于不需运动的新型乐器而言,脑耳机可能具有潜在的应用前景,也可能为患有运动缺陷(例如肌萎缩性侧索硬化症(ALS),脑干中风,截肢创伤)的患者提供潜在的治疗性生物反馈设备。

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