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Common spatial pattern 公共空间模式滤波是处理脑电信号的一种方法,它可以使两类想象运动EEG的协方差之间的差距最大化,便于后期的分类处理。-Common spatial pattern model of public space filtering is a method of EEG signal processing, it can make two types of movement EEG covariance imagine the gap between the
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csp算法,异步脑机接口特征值提取。脑-机接口(brain-computer interface,BCI)技
术提供了一种非肌肉控制的通讯通道,使大脑可以直接和外部环境进行信息交
互。脑-机接口将人脑的信号直接转换成对外部设备的控制命令,信息的传递
不再需要经过外周神经和肌肉等传出通道[1-In motor imagery-based Brain Computer
Interfaces (BCI), discriminative patterns can be extracted
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模式识别中,用共同空间模式算法来区分两类运动想想脑电信号,这是本人自己编写的CSP算法,已经过验证。-Pattern recognition, with common spatial pattern algorithm to distinguish between the two types of movement Think of the EEG, which is my own preparation of the CSP algorithm has been verified.
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This the matlab code of common spatial pattern with tests.-This is the matlab code of common spatial pattern with tests.
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This the matlab code of multi class common spatial pattern.-This is the matlab code of multi class common spatial pattern.
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This the matlab code of Regularized Common Spatial Pattern (R-CSP) algorithm.-This is the matlab code of Regularized Common Spatial Pattern (R-CSP) algorithm.
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CSP, Common Spatial Pattern, 共同空间模式方法用于脑电信号EEG的一种较为全面的方法。-Common Spatial Pattern(CSP) method is a way to pre-processing the brain signal (EEG) in order to decrease the influnce of noise signal.
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共空间模式算法,是一种特征提取算法,保证数据间具有最大化的差异性-Feature extraction algorithm common spatial pattern, data having a guaranteed between maximizing differences
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CSP是共空间模式的简称,用于找到最优空间投影。(CSP is short for Common spatial pattern , used to find the optimal spatial projection.)
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