dweidai / DEAP-JRP-Emotion-ClassificationLinks
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.
☆22Updated 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
Sorting:
- This repository contains the tensorflow implementation for the paper: "Emotion Recognition from Multi-Channel EEG through Parallel Convol…☆46Updated 5 years ago
- This repository contains the tensorflow implementation for our ICONIP-2018 paper: "Continuous Convolutional Neural Network with 3D Input …☆57Updated 2 years ago
- Emotion Recognition from EEG Signals using the DEAP dataset with 86.4% accuracy. Applied multiple machine learning models and implemented…☆85Updated 5 years ago
- EEG emotion recognition based on Temporal convolutional network☆24Updated 6 years ago
- ☆36Updated 6 years ago
- Feature extraction for EEG signals☆28Updated 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…☆51Updated 2 years ago
- ☆27Updated 7 years ago
- Emotion recognition from EEG and physiological signals using deep neural networks☆47Updated 7 years ago
- The repository contains trials that apply model transformer to the emotion recognition (classification) task based on electroencephalogra…☆54Updated 2 years ago
- ☆18Updated 4 years ago
- EEG Emotion Recognition project, experiment on SEED (SEED-IV), DEAP dataset☆39Updated 5 years ago
- Emotion Recognition using ML methods on the SEED dataset☆20Updated 5 years ago
- for the paper "V-3DCNN, emotion recognition based on EEG"☆13Updated 2 years ago
- Multisource Transfer Learning for Cross- Subject EEG Emotion Recognition☆39Updated 5 years ago
- Emotion recognition using DEAP dataset，GSR。☆38Updated 6 years ago
- Using Deep Learning for Emotion Classification on EEG signals (SEED Dataset). CNN, RNN, Hybrid model, and Ensemble☆73Updated 3 years ago
- A Graph Convolutional Network Approach for Depression Detection using EEG based Brain Networks☆22Updated 4 years ago
- EEG based emotion recognition using Transfer Learning and CNN model on SEED, SEED-IV and SEED-V☆33Updated last year
- the implementation of multimodal emtion recognizer —— CTCNe which is proposed in "Learning Regional-Level Feature Fusion and Sentiment-Re…☆19Updated 4 years ago
- PyTorch EEG emotion analysis using DEAP dataset☆83Updated 7 years ago
- Domain Adaptation for EEG Emotion Recognition Based on Latent Representation Similarity☆39Updated 5 years ago
- Emotion recognition base on EEG.☆16Updated 2 years ago
- Emotion Recognition, EEG Mapping, Azimuthal Projection Technique, CNN☆47Updated 4 years ago
- Seeking to recreate the work demonstrated in A Multi-Branch 3D Convolutional Neural Network for EEG-Based Motor Imagery Classification by…☆18Updated 3 years ago
- Code for extracting DE (differential entropy) and PSD (power spectral density) feature of signals.☆79Updated 4 years ago
- Openly available framework:☆12Updated 4 years ago
- EEG Data Classification with CNN, LSTM/GRU, and Mixed LSTM Models☆39Updated 5 years ago
- 脑电情绪识别☆13Updated 2 years ago
- EEG motor imagery classification using convolutional neural networks☆35Updated 2 years ago