A Pytorch implementation of our paper "Adaptive Spatial-Temporal Aware Graph Learning for EEG-based Emotion Recognition".
☆17Jan 8, 2024Updated 2 years ago
Alternatives and similar repositories for GraphEmotionNet
Users that are interested in GraphEmotionNet are comparing it to the libraries listed below
Sorting:
- Emotion recognition base on EEG.☆19Jun 1, 2023Updated 2 years ago
- EEG emotion classification based on Graph CNN and fine-gained algorithm.☆12Dec 11, 2020Updated 5 years ago
- ☆13Aug 31, 2023Updated 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
- ECLGCNN is an emotion recognition method based on EEG data.☆19Jun 5, 2023Updated 2 years ago
- pytorch implementation of EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks☆100Jun 21, 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
- Using Stable Diffusion on the DEAP Dataset to argument new data and improve classification☆22Jun 23, 2023Updated 2 years ago
- 硕士期间课题研究记录☆17Feb 25, 2023Updated 3 years ago
- ☆32May 2, 2023Updated 2 years ago
- ☆34Mar 16, 2025Updated 11 months ago
- My master thesis about emotion recognition from EEG data with a time series transformer☆22Aug 1, 2023Updated 2 years ago
- 脑电情绪识别☆13Nov 20, 2022Updated 3 years ago
- An EEG-based emotion recognition system using Simple Recurrent Units(SRU) in Pytorch library. It identifies three emotions: positive, neu…☆12Dec 11, 2021Updated 4 years ago
- This repository contains the python scripts developed as a part of the work presented in the paper "STAnet: A Spatiotemporal Attention Ne…☆15May 10, 2023Updated 2 years ago
- The official implementation of the paper "Beyond Mimicking Under-Represented Emotions: Deep Data Augmentation with Emotional Subspace Con…☆35May 7, 2025Updated 9 months ago
- Support paper for Cross-Subject EEG Emotion Classification based on Few-Label Adversarial Domain Adaption☆28Jul 23, 2021Updated 4 years ago
- ☆13Mar 5, 2024Updated last year
- EEG-based Emotion Recognition using Deep Reinforcement Learning☆17Dec 31, 2023Updated 2 years ago
- The official implementation of our paper "MEET: A Multi-band EEG Transformer for Brain States Decoding"☆18May 28, 2022Updated 3 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
- ☆23Dec 23, 2025Updated 2 months ago
- Emotional Classification from EEG data using Recurrent Neural Network and it's variants☆15Dec 7, 2016Updated 9 years ago
- ☆13Nov 15, 2022Updated 3 years ago
- Code Implementation of paper: Transformers for EEG-Based Emotion Recognition: A Hierarchical Spatial Information Learning Model☆38Jul 24, 2025Updated 7 months ago
- Official code on "Visual-to-EEG cross-modal knowledge distillation for continuous emotion recognition", Pattern Recognition 2022.☆16Jun 29, 2022Updated 3 years ago
- The official code implementation for "DMMR: Cross-Subject Domain Generalization for EEG-Based Emotion Recognition via Denoising Mixed Mut…☆72May 19, 2025Updated 9 months ago
- Codes for our paper "Triple-Attention-based Spatio-Temporal-Spectral Convolutional Network for Epileptic Seizure Prediction "☆22Nov 16, 2022Updated 3 years ago
- The source code and data for the paper 'A Supervised Information Enhanced Multi-granularity Contrastive Learning Framework for EEG based …☆18Oct 5, 2023Updated 2 years ago
- Domain Adaptation for EEG Emotion Recognition Based on Latent Representation Similarity☆43Jun 3, 2020Updated 5 years ago
- Emotion Recognition Transformer Network Based EEG Signals.☆26Aug 15, 2023Updated 2 years ago
- http://www.eecs.qmul.ac.uk/mmv/datasets/deap/☆28Mar 1, 2021Updated 4 years ago
- An Interpretable Self-Attention Network with block-attention and attention-attribution.☆12Sep 22, 2023Updated 2 years ago
- EEG-Based Emotion Recognition☆66Jun 9, 2024Updated last year
- [TNNLS-2025] This is the pytorch implementation of EmT, a graph-transformer for EEG emotion recognition.☆92Jan 8, 2026Updated last month
- This repository compares typical and advanced modeling approaches for EEG Emotion Recognition.☆30Sep 18, 2022Updated 3 years ago
- Resources for the paper titled "Domain-guided Self-supervision of EEG Data Improves Downstream Classification Performance and Generalizab…☆23Jul 12, 2023Updated 2 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
- GGN model for seizure classification (datasets: TUH EEG seizure TUSZ 1.5.2)☆67Nov 10, 2023Updated 2 years ago