資源簡(jiǎn)介
EEG表情數(shù)據(jù)
DEAP 數(shù)據(jù)庫(kù)
EEG_feature.txt 包含了1216個(gè)腦電信號(hào)樣本的160維特征,每行為一個(gè)樣本,每列為一種特征。特征從左至右分別是每個(gè)腦電電極的theta(1-32列)、slow alpha(33-64列)、alpha(65-96列)、beta(1-97128列)、gamma(129-160列)波段的腦電特征。
subject_video.txt 包含了1216個(gè)腦電信號(hào)對(duì)應(yīng)的32名被試和38段視頻信息,其中包含兩列。第一列是對(duì)應(yīng)的被試編號(hào),第二列是對(duì)應(yīng)的視頻編號(hào)。
EEG_feature.txt 與 subject_video.txt和valence_arousal_label.txt中每行都是一一對(duì)應(yīng)的,例如subject_video.txt的第二行就是EEG_feature.txt中第二個(gè)樣本(第二行)的被試和視頻信息;valence_arousal_label.txt的第二行也是EEG_feature.txt中第二個(gè)樣本(第二行)的愉悅度和喚醒度標(biāo)簽。valence_arousal_label.txt中第一列為愉悅度標(biāo)簽,1代表positive,2代表negative;第二列為喚醒度標(biāo)簽,1代表high,2代表low。
DEAP數(shù)據(jù)庫(kù)并未提供情感類(lèi)別標(biāo)簽。

代碼片段和文件信息
?屬性????????????大小?????日期????時(shí)間???名稱
-----------?---------??----------?-----??----
?????目錄???????????0??2015-04-13?09:49??數(shù)據(jù)\DEAP\
?????文件?????3308734??2015-04-07?18:05??數(shù)據(jù)\DEAP\EEG_feature.txt
?????文件????????1049??2015-04-13?09:49??數(shù)據(jù)\DEAP\README.txt
?????文件????????7880??2015-04-07?18:05??數(shù)據(jù)\DEAP\subject_video.txt
?????文件????????6078??2015-04-13?09:53??數(shù)據(jù)\DEAP\valence_arousal_label.txt
?????目錄???????????0??2015-04-13?09:35??數(shù)據(jù)\MAHNOB-HCI\
?????文件????????1733??2015-04-13?09:29??數(shù)據(jù)\MAHNOB-HCI\EEG_emotion_category.txt
?????文件?????1450291??2015-04-07?18:05??數(shù)據(jù)\MAHNOB-HCI\EEG_feature.txt
?????文件????????1264??2015-04-13?09:35??數(shù)據(jù)\MAHNOB-HCI\README.txt
?????文件????????3333??2015-04-07?18:05??數(shù)據(jù)\MAHNOB-HCI\subject_video.txt
?????文件????????2663??2015-04-13?09:06??數(shù)據(jù)\MAHNOB-HCI\valence_arousal_label.txt
-----------?---------??----------?-----??----
?????目錄???????????0??2015-04-13?09:49??數(shù)據(jù)\DEAP\
?????文件?????3308734??2015-04-07?18:05??數(shù)據(jù)\DEAP\EEG_feature.txt
?????文件????????1049??2015-04-13?09:49??數(shù)據(jù)\DEAP\README.txt
?????文件????????7880??2015-04-07?18:05??數(shù)據(jù)\DEAP\subject_video.txt
?????文件????????6078??2015-04-13?09:53??數(shù)據(jù)\DEAP\valence_arousal_label.txt
?????目錄???????????0??2015-04-13?09:35??數(shù)據(jù)\MAHNOB-HCI\
?????文件????????1733??2015-04-13?09:29??數(shù)據(jù)\MAHNOB-HCI\EEG_emotion_category.txt
?????文件?????1450291??2015-04-07?18:05??數(shù)據(jù)\MAHNOB-HCI\EEG_feature.txt
?????文件????????1264??2015-04-13?09:35??數(shù)據(jù)\MAHNOB-HCI\README.txt
?????文件????????3333??2015-04-07?18:05??數(shù)據(jù)\MAHNOB-HCI\subject_video.txt
?????文件????????2663??2015-04-13?09:06??數(shù)據(jù)\MAHNOB-HCI\valence_arousal_label.txt
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