zxchit2022 / EEG-DGLinks
Offical repository of the paper "EEG-DG:A Multi-Source Domain Generalization Framework for Motor Imagery EEG Classification" .
☆21Updated last month
Alternatives and similar repositories for EEG-DG
Users that are interested in EEG-DG are comparing it to the libraries listed below
Sorting:
- Towards Domain Free Transformer for Generalized EEG Pre-training☆26Updated 2 months ago
- ☆12Updated last year
- SPD-CNN: A Plain CNN-Based Model Using the Symmetric Positive Definite Matrices for Cross-Subject EEG Classification with Meta-Transfer-L…☆21Updated 2 years ago
- ☆39Updated last month
- ☆22Updated last year
- META-EEG: Meta-learning-based Class-relevant EEG Representation Learning for Zero-calibration Brain-computer Interfaces☆20Updated 11 months ago
- ☆36Updated last year
- ☆15Updated last year
- The official code implementation for "DMMR: Cross-Subject Domain Generalization for EEG-Based Emotion Recognition via Denoising Mixed Mut…☆49Updated last month
- [NN 2024] Channel Reflection: Knowledge-Driven Data Augmentation for EEG-based Brain–Computer Interfaces☆20Updated 10 months ago
- Clasificación de señales de EEG de imaginación motora y calculo mental con redes neuronales convolucionales y redes neuronales recurrente…☆48Updated 2 years ago
- ☆24Updated 6 months ago
- Official implementation of 'Adapting to Inter-Subject Variability in EEG-Based Motor Imagery Classification with Meta-Learning' (ICLR 202…☆15Updated 2 years ago
- ☆16Updated 2 years ago
- Support paper for Cross-Subject EEG Emotion Classification based on Few-Label Adversarial Domain Adaption☆26Updated 3 years ago
- This repository contains the code for our proposed method "Multi-source Feature Alignment and Label Rectification" (MFA-LR), which has be…☆19Updated last year
- This repository is the official implementation of “Transfer learning for brain-computer interfaces: A Euclidean space data alignment appr…☆22Updated 3 years ago
- ☆12Updated last year
- code for LMDA☆81Updated last year
- ☆18Updated last year
- A Lightweight and High Performance Neural network for MI-EEG decoding☆26Updated 3 months ago
- This is a community implementation of EEG-ConvTransformer☆16Updated 2 years ago
- Code for the paper published in Deep Generative Models for Health Workshop at the Neurips 2023.☆51Updated last year
- ☆9Updated last year
- Global Adaptive Transformer for Cross-Subject EEG Classification.☆28Updated last year
- Code for processing EEG data with Riemannian and deep learning-based classifiers. Additionally provides methods for data augmentation inc…☆29Updated 4 years ago
- ☆20Updated last year
- ☆25Updated 2 years ago
- Multi-Source Deep Domain Adaptation Ensemble Framework for Cross-Dataset Motor Imagery EEG Transfer Learning☆21Updated last year
- Deep Learning with EEG.☆19Updated 7 months ago