S. M. M. N. A. A. S. M. S. O. Nilange, A. Puranik, Y. A. Chavan
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引用次数: 0
摘要
脑机接口(brain - computer Interface, BCI)是一项新兴技术,旨在建立人脑与外部电子设备之间的直接通道。用于此的方法可以是侵入性的(ECoG),也可以是非侵入性的(EEG, MEG, fMRI等)。基于脑电图的脑机接口(Brain Computer Interface, BCI)用于对脑运动进行缩放,并将其转换为控制信号,用于监测和控制。这些系统用于开发多种应用,如瘫痪或残疾人的肢体替换、军事增强、驾驶安全、游戏和娱乐、情绪分类等。尽管非侵入性系统在检测和测量小组神经元的电活动方面有局限性。然而,它们可以用于监测一般认知状态和大脑活动,以诊断大脑疾病和精神健康问题。本文综述了脑机接口的脑活动映射技术、仪器、信号处理和应用。
Instrumentation Electrode Configuration Signal Processing and Applications of Brain Computer Interfacing: A Review
Brain-Computer Interface (BCI) is a fast-emerging technology in which researchers aims to build a direct channel between the human brain and external electronic device. The methods used for this may be invasive (ECoG), or non-invasive (EEG, MEG, fMRI, etc.). EEG-based Brain Computer Interface (BCI) is used to scale the brain movement and convert them into control signals for monitoring and control. These systems are used to develop several applications like Limb Replacements for paralyzed or disabled people, Military Enhancement, Driving Safety, Games and Entertainment, Emotion Classification, etc. Though non-invasive systems have limitations in terms of ability to detect and measure electrical activity of small groups of neurons. However, they can be used for monitoring general cognitive state and brain activity for diagnosis of brain disorders and mental health issues. The review of brain activity mapping techniques, instrumentation, signal processing, and applications of BCI is presented in this paper.