基于卷积神经网络的多类运动想象脑电信号识别

刘近贞,叶方方,熊慧

Recognition of multi-class motor imagery EEG signals based on convolutional neural network

Jin-zhen LIU,Fang-fang YE,Hui XIONG

表 5 被试者2和8分类的精度、召回率和F-score结果

Tab.5 Classification precision, recall and F-score results of subjects 2 and 8

想象类别 被试者2 被试者8 PR RE F-score PR RE F-score 0 1.00 1.00 1.00 1.00 1.00 1.00 1 1.00 1.00 1.00 1.00 1.00 1.00 2 1.00 0.99 1.00 1.00 1.00 1.00 3 1.00 1.00 1.00 1.00 1.00 1.00