MAS-DGAT-Net: A Dynamic Graph Attention Network with Multibranch Feature Extraction and Staged Fusion for EEG Emotion Recognition
☆26Oct 29, 2024Updated last year
Alternatives and similar repositories for MAS-DGAT-Net
Users that are interested in MAS-DGAT-Net are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [EMBC-2025] PyTorch implementation of EEG-PatchFormer☆15Apr 9, 2025Updated last year
- EEG-based Emotion Recognition via Channel-wise Attention and Self Attention☆18Sep 21, 2020Updated 5 years ago
- This project is the code of BF-GCN. The paper has been accepted by IEEE Transactions on Neural Networks and Learning Systems.☆25Jul 2, 2024Updated 2 years ago
- EEG, SEED, SEED-IV, Emotion recognition, feature fusion.☆21Oct 15, 2025Updated 9 months ago
- FreqDGT: Frequency-Adaptive Dynamic Graph Networks with Transformer for Cross-subject EEG Emotion Recognition☆15Jul 8, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- pytorch implementation of EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks☆107Jun 21, 2023Updated 3 years ago
- ☆19Mar 26, 2023Updated 3 years ago
- official implementation of the PR-PL model (arxiv:https://arxiv.org/abs/2202.06509)☆56Jul 3, 2024Updated 2 years ago
- This is the project of my undergraduate thesis, an enhanced Capsule Network that integrates EEG and ECG signals for improved emotion reco…☆13Jan 17, 2024Updated 2 years ago
- Python library to compute functional connectivity measures from EEG☆12Oct 14, 2023Updated 2 years ago
- Using Capsule Network for EEG emotion classification using Digit-Caps model☆10Apr 30, 2023Updated 3 years ago
- The official code implementation for "DMMR: Cross-Subject Domain Generalization for EEG-Based Emotion Recognition via Denoising Mixed Mut…☆88May 19, 2025Updated last year
- ☆45Nov 19, 2024Updated last year
- The official implementation of the paper "Beyond Mimicking Under-Represented Emotions: Deep Data Augmentation with Emotional Subspace Con…☆34May 7, 2025Updated last year
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- [IEEE J-BHI-2024] The PyTorch implementation of MASA-TCN☆53Dec 30, 2024Updated last year
- [BIBM2024] MEEG and AT-DGNN: Improving EEG Emotion Recognition with Music Introducing and Graph-based Learning☆110Apr 22, 2025Updated last year
- Research Internship☆11Jun 22, 2024Updated 2 years ago
- Repetition code of the model for the paper "EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks" in pytorch☆125May 3, 2023Updated 3 years ago
- This repository is the implementation of "A Lightweight Spiking Neural Network for EEG-Based Motor Imagery Classification".☆16Jun 7, 2025Updated last year
- ☆13Nov 24, 2023Updated 2 years ago
- ☆21Jul 13, 2023Updated 3 years ago
- The code for Multi-Scale Hyperbolic Contrastive Learning for Cross-Subject EEG Emotion Recognition.☆21Jul 24, 2025Updated 11 months ago
- ☆16Sep 13, 2025Updated 10 months ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Emotion Recognition Transformer Network Based EEG Signals.☆26Aug 15, 2023Updated 2 years ago
- [TNNLS-2023] This is the PyTorch implementation of LGGNet.☆132Sep 5, 2023Updated 2 years ago
- PGCN: Pyramidal Graph Convolutional Network for EEG Emotion Recognition☆74Apr 30, 2024Updated 2 years ago
- [IEEE J-BHI-2024] A Convolutional Transformer to decode mental states from Electroencephalography (EEG) for Brain-Computer Interfaces (BC…☆119Jun 23, 2025Updated last year
- repo for NIPS 2025 paper: Multi-dataset Joint Pre-training of Emotional EEG Enables Generalizable Affective Computing☆24Apr 1, 2026Updated 3 months ago
- This repository contains the code used to preprocess the EEG and fMRI data along with the stimulation protocols used to generate the Bimo…☆20Aug 22, 2023Updated 2 years ago
- Official PyTorch implementation of research papaer "Learning Interpretable Representations Leads to Semantically Faithful EEG-to-Text Gen…☆16Jun 1, 2025Updated last year
- LibEER: A Comprehensive Benchmark and Algorithm Library for EEG-based Emotion Recognition☆216Mar 18, 2026Updated 4 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
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆10Dec 17, 2024Updated last year
- A geometric deep learning model for predicting molecular tensorial properties and selected spectra with high accurately and efficiency☆14Nov 10, 2024Updated last year
- [CVPR 2024] The official repository of our paper "LEAD: Learning Decomposition for Source-free Universal Domain Adaptation"☆43Apr 27, 2025Updated last year
- MPED: A Multi-Modal Physiological Emotion Database for Discrete Emotion☆50Oct 25, 2020Updated 5 years ago
- ☆106Nov 14, 2024Updated last year
- MSTGAN is an innovative method designed for multi-station urban air quality prediction, which fully considers the individual, global, and…☆22Jul 13, 2024Updated 2 years ago
- PyTorch implementation of "Image Inpainting for Irregular Holes Using Partial Convolutions (ECCV 2018)"☆13Mar 24, 2020Updated 6 years ago