dweidai / DEAP-JRP-Emotion-Classification
Emotional Classification with the DEAP dataset using EEGLAB, matlab and python. Currently in the status of developing a more efficient and high accuracy method for emotion classification using EEG data regardless of number of channels.
☆19Updated 4 years ago
Alternatives and similar repositories for DEAP-JRP-Emotion-Classification:
Users that are interested in DEAP-JRP-Emotion-Classification are comparing it to the libraries listed below
- This repository contains the tensorflow implementation for the paper: "Emotion Recognition from Multi-Channel EEG through Parallel Convol…☆45Updated 5 years ago
- This repository contains the tensorflow implementation for our ICONIP-2018 paper: "Continuous Convolutional Neural Network with 3D Input …☆56Updated last year
- Emotion Recognition from EEG Signals using the DEAP dataset with 86.4% accuracy. Applied multiple machine learning models and implemented…☆80Updated 5 years ago
- 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…☆46Updated 2 years ago
- EEG emotion recognition based on Temporal convolutional network☆24Updated 5 years ago
- ☆18Updated 4 years ago
- The repository contains trials that apply model transformer to the emotion recognition (classification) task based on electroencephalogra…☆50Updated 2 years ago
- EEG Emotion Recognition project, experiment on SEED (SEED-IV), DEAP dataset☆36Updated 5 years ago
- ☆36Updated 5 years ago
- Using Deep Learning for Emotion Classification on EEG signals (SEED Dataset). CNN, RNN, Hybrid model, and Ensemble☆67Updated 3 years ago
- Feature extraction for EEG signals☆28Updated 5 years ago
- Emotion Recognition using ML methods on the SEED dataset☆20Updated 5 years ago
- ☆27Updated 7 years ago
- Emotion recognition base on EEG.☆16Updated last year
- EEG based emotion recognition using Transfer Learning and CNN model on SEED, SEED-IV and SEED-V☆30Updated last year
- for the paper "V-3DCNN, emotion recognition based on EEG"☆12Updated 2 years ago
- A Graph Convolutional Network Approach for Depression Detection using EEG based Brain Networks☆19Updated 4 years ago
- ☆13Updated 6 years ago
- Code for extracting DE (differential entropy) and PSD (power spectral density) feature of signals.☆74Updated 4 years ago
- Code for our IJCNN 2018 paper "Emotion Recognition from Multi-Channel EEG through Parallel Convolutional Recurrent Neural Network"☆12Updated 6 years ago
- 脑电情绪识别☆13Updated 2 years ago
- Multisource Transfer Learning for Cross- Subject EEG Emotion Recognition☆37Updated 4 years ago
- Repetition code of the model for the paper "EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks" in pytorch☆93Updated last year
- Public Models considered for emotion estimation from EEG☆35Updated 2 years ago
- Domain Adaptation for EEG Emotion Recognition Based on Latent Representation Similarity☆39Updated 4 years ago
- ☆30Updated 3 years ago
- Emotion recognition using DEAP dataset,GSR。☆37Updated 6 years ago
- PyTorch EEG emotion analysis using DEAP dataset☆77Updated 7 years ago
- Code for the paper "Multi-Task CNN Model for Emotion Recognition from EEG Brain Maps". DEAP dataset. Python/Keras/Tensorflow 2 Impementat…☆52Updated last year
- EEG Data Classification with CNN, LSTM/GRU, and Mixed LSTM Models☆38Updated 5 years ago