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28

121

unknown

3

EEG-based emotion classification using DEAP dataset

eeg deap-dataset

Created 2021-03-22

10 commits to main branch, last one about a year ago

5

58

unknown

3

Scripts to a) download DEAP EEG dataset b) preprocess its EEG signals and c) perform feature extraction

eeg deap-dataset

Created 2022-05-26

3 commits to main branch, last one 2 years ago

7

49

mit

3

Code for the paper "Multi-Task CNN Model for Emotion Recognition from EEG Brain Maps". DEAP dataset. Python/Keras/Tensorflow 2 Impementation.

cnn eeg keras paper python signal tensorflow eeg-signals deap-dataset deep-learning arousal-valence machine-learning emotion-recognition multi-task-learning

Created 2021-12-15

39 commits to main branch, last one about a year ago

8

41

apache-2.0

3

Emotion Recogniton LSTM RNN Arousal Valence

lstm deap-dataset deep-learning arousal-valence machine-learning emotion-recognition

Created 2022-01-17

77 commits to master branch, last one about a year ago

6

32

mit

1

Simply emotion analyse and classify using EEG data based on DEAP dataset, using python and sklearn(SVM,KNN,Tree). 简单的EEG脑电数据情感分析，使用python和DEAP数据集。

deap-dataset eeg-analysis emotion-analysis eeg-classification

Created 2022-04-10

4 commits to main branch, last one 2 years ago