yongruihuang / Eumpy-experiment
This is a project of combining facial expression and EEG for emotion recognition using python in emotion experiment
☆16Updated 6 years ago
Related projects ⓘ
Alternatives and complementary repositories for Eumpy-experiment
- Emotion Recogniton LSTM RNN Arousal Valence☆41Updated last year
- The project uses EEG signals from the DEAP Dataset to classify emotions into 4 classes using Ensembled 1-D CNNs, LSTMs and 2D , 3D CNNs a…☆44Updated last year
- Emotion recognition from EEG and physiological signals using deep neural networks☆46Updated 6 years ago
- 脑电情绪识别☆12Updated 2 years ago
- Analysis of EEG Signals and Facial Expressions for Continuous Emotion Detection code☆19Updated 3 years ago
- This repository contains the tensorflow implementation for the paper: "Emotion Recognition from Multi-Channel EEG through Parallel Convol…☆44Updated 5 years ago
- Emotion Recognition from EEG Signals using the DEAP dataset with 86.4% accuracy. Applied multiple machine learning models and implemented…☆77Updated 5 years ago
- Using Deep Learning for Emotion Classification on EEG signals (SEED Dataset). CNN, RNN, Hybrid model, and Ensemble☆62Updated 3 years ago
- EEG Emotion Recognition project, experiment on SEED (SEED-IV), DEAP dataset☆34Updated 5 years ago
- Emotional Classification with the DEAP dataset using EEGLAB, matlab and python. Currently in the status of developing a more efficient an…☆19Updated 4 years ago
- Public Models considered for emotion estimation from EEG☆35Updated 2 years ago
- EEG data processing and it's convolution using AutoEncoder + CNN + RNN☆84Updated 6 years ago
- ☆18Updated 4 years ago
- Emotion recognition using DEAP dataset,GSR。☆36Updated 5 years ago
- SST-EmotionNet: Spatial-Spectral-Temporal based Attention 3D Dense Network for EEG Emotion Recognition☆120Updated 3 years ago
- Scripts to a) download DEAP EEG dataset b) preprocess its EEG signals and c) perform feature extraction☆58Updated 2 years ago
- This repository contains the tensorflow implementation for our ICONIP-2018 paper: "Continuous Convolutional Neural Network with 3D Input …☆56Updated last year
- Emotional recognition using electroencephelography (EEG)☆14Updated 6 years ago
- Emotion recognition can be achieved by obtaining signals from the brain by EEG . This test records the activity of the brain in form of w…☆106Updated 3 years ago
- ☆28Updated 3 years ago
- PyTorch EEG emotion analysis using DEAP dataset☆74Updated 6 years ago
- 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…☆32Updated 2 years ago
- EEG Emotion classification using the DEAP pre-processed data☆133Updated 6 years ago
- The repository contains trials that apply model transformer to the emotion recognition (classification) task based on electroencephalogra…☆49Updated 2 years ago
- This is a final project for my 2019 Winter course "Pattern Recognition".☆25Updated 3 years ago
- ☆37Updated 3 years ago
- DEAP Dataset Analysis Code☆49Updated 6 years ago
- Emotion Recognition using ML methods on the SEED dataset☆19Updated 5 years ago
- ☆13Updated 5 years ago