A fMRI study of the cross-modal interaction in the brain with an adaptable EMG prosthetic hand with biofeedback.

Alejandro Hernandez Arieta, Ryu Kato, Hiroshi Yokoi, Tamio Arai
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引用次数: 8

Abstract

Mutual adaptation between man and machine is necessary for the development of more efficient devices that allows easy adaptation. The interaction with intelligent machines involves adaptation processes from both the user and the machine. The human body has the ability to change its body schema to include external tools in it, using this fact we proposed the design of intelligent machines with biofeedback to the user, permitting in this way, development of subconscious control of external devices. We propose the case of an EMG prosthetic hand with biofeedback to study the adaptation process between man-machine. Our system includes an EMG classification system to acquire the intended movement from the user. We use electrical stimulation as a provider of tactile feedback, to interact with the human body. We use a functional Magnetic Resonance Image study while using the prosthetic device while receiving biofeedback to measure the activation levels in the amputee's brain.

具有生物反馈的适应性肌电图假手对脑内跨模态相互作用的fMRI研究。
人与机器之间的相互适应是必要的,以开发更有效的设备,使适应变得容易。与智能机器的交互涉及用户和机器双方的适应过程。人体有能力改变它的身体模式,包括外部工具,利用这一事实,我们提出了智能机器的设计与生物反馈给用户,允许以这种方式,发展潜意识控制外部设备。我们提出了一个具有生物反馈的肌电假手的案例来研究人机之间的适应过程。我们的系统包括一个肌电分类系统,以获取用户的预期运动。我们使用电刺激作为触觉反馈的提供者,与人体互动。我们在使用假肢装置的同时使用功能性磁共振成像研究,同时接收生物反馈来测量截肢者大脑中的激活水平。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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CiteScore
2.20
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