Domain Adaptation for EEG Emotion Recognition Based on Latent Representation Similarity
☆43Jun 3, 2020Updated 5 years ago
Alternatives and similar repositories for JDA
Users that are interested in JDA 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…☆47Oct 25, 2019Updated 6 years ago
- Multisource Transfer Learning for Cross- Subject EEG Emotion Recognition☆41Jun 3, 2020Updated 5 years ago
- Custom Domain Adaptation: a new method for cross-subject, EEG-based cognitive load recognition☆15Jul 25, 2021Updated 4 years ago
- SST-EmotionNet: Spatial-Spectral-Temporal based Attention 3D Dense Network for EEG Emotion Recognition☆141Jul 20, 2021Updated 4 years ago
- ☆32May 2, 2023Updated 2 years ago
- ☆34Mar 16, 2025Updated 11 months ago
- This repository contains the code for our proposed method "Multi-source Feature Alignment and Label Rectification" (MFA-LR), which has be…☆22Jul 14, 2023Updated 2 years ago
- Code for paper MS-MDA: Multisource Marginal Distribution Adaptation for Cross-subject and Cross-session EEG Emotion Recognition☆107Oct 22, 2025Updated 4 months ago
- ☆27Jan 19, 2018Updated 8 years ago
- Emotion recognition base on EEG.☆19Jun 1, 2023Updated 2 years ago
- ☆15Jul 7, 2021Updated 4 years ago
- Public Models considered for emotion estimation from EEG☆34Sep 8, 2022Updated 3 years ago
- ☆13Aug 31, 2023Updated 2 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…☆60Dec 9, 2022Updated 3 years ago
- The model for the paper "EEG-Based Emotion Recognition Using Regularized Graph Neural Networks"☆214Oct 25, 2020Updated 5 years ago
- This repository contains the tensorflow implementation for our ICONIP-2018 paper: "Continuous Convolutional Neural Network with 3D Input …☆59Apr 20, 2023Updated 2 years ago
- ☆23Dec 23, 2025Updated 2 months ago
- A Pytorch implementation of our paper "Adaptive Spatial-Temporal Aware Graph Learning for EEG-based Emotion Recognition".☆17Jan 8, 2024Updated 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…☆66Apr 27, 2023Updated 2 years ago
- This is an implentation of paper GMSS: Graph-Based Multi-Task Self-Supervised Learning for EEG Emotion Recognition☆83Apr 7, 2022Updated 3 years ago
- ECLGCNN is an emotion recognition method based on EEG data.☆19Jun 5, 2023Updated 2 years ago
- 在 SEED 数据集上做 EEG 情绪识别☆123Nov 4, 2020Updated 5 years ago
- EEG Emotion classification using the DEAP pre-processed data☆165Nov 7, 2018Updated 7 years ago
- IEEE Transactions on Emerging Topics in Computational Intelligence☆73Apr 15, 2025Updated 10 months ago
- official implementation of the PR-PL model (arxiv:https://arxiv.org/abs/2202.06509)☆51Jul 3, 2024Updated last year
- Emotion Recognition, EEG Mapping, Azimuthal Projection Technique, CNN☆50Mar 29, 2021Updated 4 years ago
- Code for extracting DE (differential entropy) and PSD (power spectral density) feature of signals.☆83Jul 12, 2020Updated 5 years ago
- The repository contains trials that apply model transformer to the emotion recognition (classification) task based on electroencephalogra…☆57Oct 27, 2022Updated 3 years ago
- Repetition code of the model for the paper "EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks" in pytorch☆118May 3, 2023Updated 2 years ago
- My master thesis about emotion recognition from EEG data with a time series transformer☆22Aug 1, 2023Updated 2 years ago
- EEG Emotion Recognition project, experiment on SEED (SEED-IV), DEAP dataset☆44Jul 2, 2019Updated 6 years ago
- Diploma Thesis Project on Emotion Recognition from EEG-signals☆13Sep 17, 2019Updated 6 years ago
- ☆26Jan 11, 2024Updated 2 years ago
- ☆21Dec 8, 2022Updated 3 years ago
- Self-supervised learning for EEG☆28Sep 2, 2020Updated 5 years ago
- http://www.eecs.qmul.ac.uk/mmv/datasets/deap/☆28Mar 1, 2021Updated 5 years ago
- EEG emotion recognition based on Temporal convolutional network☆25Mar 10, 2019Updated 6 years ago
- Multi-Source Affective Classification EEG Framework with Private Encoders☆14May 4, 2022Updated 3 years ago
- ☆10Sep 25, 2019Updated 6 years ago