注意力相关脑电特征提取及模式识别方法综述
首发时间:2016-01-12
摘要:脑电生物反馈治疗(EEG Biofeedback)是近年来兴起的一种治疗注意缺陷多动障碍(ADHD)的非药物治疗新方法,与中枢神经兴奋剂的疗效相当,现已在临床上得到广泛应用,因此注意力相关脑电特征提取及模式识别对该治疗手段的发展具有极大意义。本文结合一定数量的研究文献对脑电基本知识、注意力相关脑电实验设计、特征提取、模式识别方法进行了综述,供研究者参考。
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A Review of Feature Extraction and Pattern Recognition Methods of Attention-Related EEG
Abstract:EEG Biofeedback is a new treatment rising recent years for Attention Deficit Hyperactivity Disorder (ADHD) whose curative effect is equivalent to central nervous system stimulant. It Is now widely used in clinic, so the feature extraction and pattern recognition of attention-related EEG is of great significance. In this paper, basic knowledge of EEG, attention- related EEG experiment designing, feature extraction and pattern recognition methods are reviewed based on a certain amount of research literature in order to provide the reference for researchers.
Keywords: Biomedical Engineering Attention EEG Feature Extraction Classification
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No.4675202101278314****
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