基于时频域特征分析和SVM分类器的DEAP脑电信号情感状态识别（四分类）附matlab代码.zip

# Human-Emotion-Analysis-using-EEG-from-DEAP-dataset This is the implementation of recognition of Emotional States using EEG Signals on the basis of Time-Frequency Analysis and SVM Classifier which was published at International Journal of Electrical and Computer Engineering (IJECE), a Scopus indexed, SJR 2017 & CiteScore 2017 Q2 on both of the (Electrical & Electronics Engineering) and (Computer Science) ## JOURNAL [Published journal](http://ijece.iaescore.com/index.php/IJECE/article/view/12733).The whole implementation was done by MATLAB. ## DATASET The dataset which was used to carry out the experiment was DEAP [dataset](http://www.eecs.qmul.ac.uk/mmv/datasets/deap/)