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filter
- 巴特沃斯滤波器对脑电信号进行滤波,分别对低通、中通、高通滤波器进行设计,此文件是源码和脑电数据。-Butterworth filter for filtering EEG signals were low-pass, pass, high-pass filter design, this file is the source and EEG data.
analysis_prog
- 用EEG数据结合机器学习算法开发人工智能工具-Combined with the EEG data machine learning algorithm development of artificial intelligence tools
脑电数据PCA处理及SVM分类
- 脑电eeg数据预处理,用于脑电信号的MATLAB处理程序,输入处理数据,进行matlab运算,PCA处理及SVM分类。(PCA Processing and SVM Classification of EEG Data)
cntData_CSP_FLDA
- 本算法针对运动想象的脑电数据,进行预处理并后续用分类器做分类。 该实验所用的的脑电特征提取方法主要是csp空间滤波,并后续用FLDA来进行特征分类。最终得到较好的效果(In this algorithm, the EEG data of motion imagination are preprocessed and then classified by classifier. The main feature extraction method of EEG in this experime