yongruihuang / Eumpy-experiment
This is a project of combining facial expression and EEG for emotion recognition using python in emotion experiment
☆16Updated 5 years ago
Related projects: ⓘ
- Emotion Recogniton LSTM RNN Arousal Valence☆38Updated 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…☆43Updated last year
- 脑电情绪识别☆12Updated last year
- Analysis of EEG Signals and Facial Expressions for Continuous Emotion Detection code☆19Updated 3 years ago
- ☆32Updated this week
- This repository contains the tensorflow implementation for the paper: "Emotion Recognition from Multi-Channel EEG through Parallel Convol…☆43Updated 4 years ago
- Using Deep Learning for Emotion Classification on EEG signals (SEED Dataset). CNN, RNN, Hybrid model, and Ensemble☆56Updated 2 years ago
- Emotion recognition from EEG and physiological signals using deep neural networks☆46Updated 6 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
- Emotion Recognition from EEG Signals using the DEAP dataset with 86.4% accuracy. Applied multiple machine learning models and implemented…☆74Updated 5 years ago
- This repository contains the tensorflow implementation for our ICONIP-2018 paper: "Continuous Convolutional Neural Network with 3D Input …☆54Updated last year
- PyTorch EEG emotion analysis using DEAP dataset☆67Updated 6 years ago
- EEG Emotion Recognition project, experiment on SEED (SEED-IV), DEAP dataset☆30Updated 5 years ago
- The repository contains trials that apply model transformer to the emotion recognition (classification) task based on electroencephalogra…☆47Updated last year
- ☆34Updated 5 years ago
- SST-EmotionNet: Spatial-Spectral-Temporal based Attention 3D Dense Network for EEG Emotion Recognition☆110Updated 3 years ago
- ☆13Updated 5 years ago
- ☆18Updated 4 years ago
- Scripts to a) download DEAP EEG dataset b) preprocess its EEG signals and c) perform feature extraction☆52Updated 2 years ago
- This is a final project for my 2019 Winter course "Pattern Recognition".☆24Updated 3 years ago
- Emotion Recognition using ML methods on the SEED dataset☆19Updated 5 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…☆30Updated 2 years ago
- Code for the paper "Multi-Task CNN Model for Emotion Recognition from EEG Brain Maps". DEAP dataset. Python/Keras/Tensorflow 2 Impementat…☆43Updated last year
- 在 SEED 数据集上做 EEG 情绪识别☆90Updated 3 years ago
- Emotion recognition using DEAP dataset,GSR。☆35Updated 5 years ago
- Public Models considered for emotion estimation from EEG☆34Updated 2 years ago
- Code for our IJCNN 2018 paper "Emotion Recognition from Multi-Channel EEG through Parallel Convolutional Recurrent Neural Network"☆12Updated 6 years ago
- EEG emotion recognition based on Temporal convolutional network☆23Updated 5 years ago
- ☆10Updated this week
- Domain Adaptation for EEG Emotion Recognition Based on Latent Representation Similarity☆37Updated 4 years ago