MAS-DGAT-Net: A Dynamic Graph Attention Network with Multibranch Feature Extraction and Staged Fusion for EEG Emotion Recognition
☆22Oct 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
Sorting:
- Python library to compute functional connectivity measures from EEG☆12Oct 14, 2023Updated 2 years ago
- [TNNLS-2025] This is the pytorch implementation of EmT, a graph-transformer for EEG emotion recognition.☆92Jan 8, 2026Updated last month
- 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
- Using Capsule Network for EEG emotion classification using Digit-Caps model☆11Apr 30, 2023Updated 2 years ago
- The code for Multi-Scale Hyperbolic Contrastive Learning for Cross-Subject EEG Emotion Recognition.☆19Jul 24, 2025Updated 7 months ago
- FAT:A novel Fourier Adjacency Transformer for advanced EEG emotion recognition (MICCAI 2025))☆34Oct 9, 2025Updated 4 months ago
- ☆19Mar 26, 2023Updated 2 years ago
- [IEEE J-BHI-2024] The PyTorch implementation of MASA-TCN☆47Dec 30, 2024Updated last year
- [BIBM2024] MEEG and AT-DGNN: Improving EEG Emotion Recognition with Music Introducing and Graph-based Learning☆96Apr 22, 2025Updated 10 months ago
- pytorch implementation of EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks☆100Jun 21, 2023Updated 2 years ago
- This is the PyTorch implementation of the FBSTCNet-M architecture for EEG-based emotion classification.☆23Dec 14, 2024Updated last year
- The official implementation of the paper "Beyond Mimicking Under-Represented Emotions: Deep Data Augmentation with Emotional Subspace Con…☆35May 7, 2025Updated 9 months ago
- PGCN: Pyramidal Graph Convolutional Network for EEG Emotion Recognition☆76Apr 30, 2024Updated last year
- [TNNLS-2023] This is the PyTorch implementation of LGGNet.☆127Sep 5, 2023Updated 2 years ago
- brain to speech☆10Nov 7, 2025Updated 3 months ago
- ☆16Sep 28, 2024Updated last year
- [CVPR 2024] The official repository of our paper "LEAD: Learning Decomposition for Source-free Universal Domain Adaptation"☆41Apr 27, 2025Updated 10 months ago
- Python script to obtain dynamic functional connectivity metrics, after using a sliding window approach, statistical analyses to test for …☆12Sep 10, 2024Updated last year
- [IEEE J-BHI-2024] A Convolutional Transformer to decode mental states from Electroencephalography (EEG) for Brain-Computer Interfaces (BC…☆106Jun 23, 2025Updated 8 months ago
- [JBHI 2024] CareSleepNet: A Hybrid Deep Learning Network for Automatic Sleep Staging☆15Jun 6, 2025Updated 8 months ago
- [ICML 2025] Repository for M3-JEPA: Multimodal Alignment via Multi-gate MoE based on the Joint-Predictive Embedding Architecture☆18Nov 4, 2025Updated 3 months ago
- Official PyTorch implementation of "Latent Diffusion Autoencoders: Toward Efficient and Meaningful Unsupervised Representation Learning i…☆31Jan 9, 2026Updated last month
- Mental image reconstruction from human brain activity☆14Jul 1, 2024Updated last year
- We introduce XBrainLab, an open-source user-friendly software, for accelerated interpretation of neural patterns from EEG data based on c…☆13Dec 5, 2025Updated 2 months ago
- Multiclass support matrix machine for single trial EEG classification☆11Jul 9, 2018Updated 7 years ago
- Research Internship☆11Jun 22, 2024Updated last year
- ☆17Mar 20, 2025Updated 11 months ago
- Implements High-Gamma dataset decoding using Filter Bank Common Spatial Pattern with rLDA classification and Neural Networks.☆11Mar 14, 2019Updated 6 years ago
- ☆12Apr 18, 2023Updated 2 years ago
- Project to predict sleep stages based on EEG, ECG, EOG data. Signals are filtered using different methods (Wavelet, Butterworth). The pre…☆12Jun 7, 2022Updated 3 years ago
- Code for "General-Purpose Brain Foundation Models for Time-Series Neuroimaging Data"☆15Dec 14, 2024Updated last year
- ☆13Nov 24, 2023Updated 2 years ago
- BIBM 24, mixture of graph experts for cross-subject EEG emotion recognitions☆16Apr 25, 2025Updated 10 months ago
- ☆16May 11, 2024Updated last year
- Code for IJCAI'24 paper: Where to Mask: Structure-Guided Masking for Graph Masked Autoencoders☆14Apr 30, 2024Updated last year
- PiX: Dynamic Channel Sampling for ConvNets (CVPR 2024)☆14Jun 14, 2024Updated last year
- Domain Adaptation via Transfer Component Analysis☆16Nov 7, 2025Updated 3 months ago
- [Arxiv] NeuroNet: A Novel Hybrid Self-Supervised Learning Framework for Sleep Stage Classification Using Single-Channel EEG☆72Feb 14, 2025Updated last year
- ☆24Aug 21, 2025Updated 6 months ago