zhongpeixiang / RGNNLinks
The model for the paper "EEG-Based Emotion Recognition Using Regularized Graph Neural Networks"
☆204Updated 4 years ago
Alternatives and similar repositories for RGNN
Users that are interested in RGNN are comparing it to the libraries listed below
Sorting:
- SST-EmotionNet: Spatial-Spectral-Temporal based Attention 3D Dense Network for EEG Emotion Recognition☆133Updated 4 years ago
- Repetition code of the model for the paper "EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks" in pytorch☆109Updated 2 years ago
- Resources for the paper titled "EEG-GCNN: Augmenting Electroencephalogram-based Neurological Disease Diagnosis using a Domain-guided Grap…☆177Updated 2 years ago
- Domain Adaptation for EEG Emotion Recognition Based on Latent Representation Similarity☆42Updated 5 years ago
- FBCNet: An Efficient Multi-view Convolutional Neural Network for Brain-Computer Interface☆133Updated last year
- Official implementation of the paper "GANSER: A Self-supervised Data Augmentation Framework for EEG-based Emotion Recognition"☆74Updated 3 years ago
- 在 SEED 数据集上做 EEG 情绪识别☆112Updated 4 years ago
- Scripts to a) download DEAP EEG dataset b) preprocess its EEG signals and c) perform feature extraction☆76Updated 3 years ago
- pytorch implementation of EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks☆93Updated 2 years ago
- This is an implentation of paper GMSS: Graph-Based Multi-Task Self-Supervised Learning for EEG Emotion Recognition☆73Updated 3 years ago
- Graph Convolutional Networks for 4-class EEG Classification☆82Updated 4 years ago
- [TNNLS-2023] This is the PyTorch implementation of LGGNet.☆112Updated last year
- [TAFFC-2022] PyTorch implementation of TSception v2☆125Updated last year
- Public Models considered for emotion estimation from EEG☆34Updated 2 years ago
- The repository contains trials that apply model transformer to the emotion recognition (classification) task based on electroencephalogra…☆56Updated 2 years ago
- This repository contains the tensorflow implementation for our ICONIP-2018 paper: "Continuous Convolutional Neural Network with 3D Input …☆58Updated 2 years ago
- PGCN: Pyramidal Graph Convolutional Network for EEG Emotion Recognition☆63Updated last year
- PyTorch EEG emotion analysis using DEAP dataset☆89Updated 7 years ago
- Code of paper MS-MDA: Multisource Marginal Distribution Adaptation for Cross-subject and Cross-session EEG Emotion Recognition☆99Updated last year
- EEG Emotion Recognition project, experiment on SEED (SEED-IV), DEAP dataset☆40Updated 6 years ago
- Code Implementation of paper: Transformers for EEG-Based Emotion Recognition: A Hierarchical Spatial Information Learning Model☆33Updated 2 weeks ago
- Using Deep Learning for Emotion Classification on EEG signals (SEED Dataset). CNN, RNN, Hybrid model, and Ensemble☆77Updated 3 years ago
- Pytorch implementation of EEGNet.☆46Updated 2 years ago
- Emotion Recognition from EEG Signals using the DEAP dataset with 86.4% accuracy. Applied multiple machine learning models and implemented…☆87Updated 6 years ago
- EEG-based emotion classification using DEAP dataset☆148Updated 2 years ago
- PyTorch implementation of TSception☆77Updated 2 years ago
- ☆38Updated 4 years ago
- Source Code for "Adaptive Transfer Learning with Deep CNN for EEG Motor Imagery Classification".☆93Updated 2 years ago
- EEG Emotion classification using the DEAP pre-processed data☆153Updated 6 years ago
- MPED: A Multi-Modal Physiological Emotion Database for Discrete Emotion☆41Updated 4 years ago