imics-lab / eeg-transfer-learningLinks
Source code for self-supervised EEG data transfer learning
☆15Updated 4 years ago
Alternatives and similar repositories for eeg-transfer-learning
Users that are interested in eeg-transfer-learning are comparing it to the libraries listed below
Sorting:
- Benchmark of data augmentations for EEG (code from Rommel, Paillard, Moreau and Gramfort, "Data augmentation for learning predictive mode…☆49Updated 3 years ago
- Deep Learning pipeline for motor-imagery classification.☆64Updated 4 years ago
- Code for the paper "EEG Channel Interpolation Using Deep Encoder-decoder Networks"☆26Updated 3 years ago
- Riemannian Geometry-Based Spatial Filtering (RSF)☆13Updated 7 months ago
- Code for processing EEG data with Riemannian and deep learning-based classifiers. Additionally provides methods for data augmentation inc…☆30Updated 5 years ago
- Submission to the Motor Imagery track of BEETL competition, organized within NeurIPS 2021☆12Updated 3 years ago
- A Lightweight and High Performance Neural network for MI-EEG decoding☆38Updated 10 months ago
- This is the python implementation of Tensor-CSPNet and Graph-CSPNet.☆82Updated last month
- SPD-CNN: A Plain CNN-Based Model Using the Symmetric Positive Definite Matrices for Cross-Subject EEG Classification with Meta-Transfer-L…☆24Updated 3 years ago
- Rethinking CNN Architecture for Enhancing Decoding Performance of Motor Imagery-based EEG Signals☆36Updated 9 months ago
- Repository of EEG-Simpleconv original paper☆49Updated 5 months ago
- Code to accompany our International Conference on Pattern Recognition (ICPR) paper entitled - Leveraging Synthetic Subject Invariant EEG …☆44Updated 6 months ago
- ☆17Updated last year
- Source Code for "Adaptive Transfer Learning with Deep CNN for EEG Motor Imagery Classification".☆100Updated 3 years ago
- ☆10Updated 4 years ago
- Implementation of Convolutional Recurrent Neural Network (CRNN) to decode motor imagery EEG data.☆12Updated 2 years ago
- In AugmentBrain we investigate the performance of different data augmentation methods for the classification of Motor Imagery (MI) data u…☆22Updated 4 years ago
- IEEE Transactions on Emerging Topics in Computational Intelligence☆72Updated 9 months ago
- Open implementation and code from the publication "EEGSym: Overcoming Intersubject Variability in Motor Imagery Based BCIs with Deep Lear…☆26Updated 2 years ago
- ☆35Updated last year
- code for NeurIPS_competition☆28Updated 4 years ago
- Moved to https://github.com/TNTLFreiburg/braindecode!☆69Updated 5 years ago
- ☆92Updated 4 years ago
- ☆11Updated 3 years ago
- Temporal information enhanced EEGNet☆13Updated 2 years ago
- code for LMDA☆87Updated 2 years ago
- PyTorch code for "Motor Imagery Decoding Using Ensemble Curriculum Learning and Collaborative Training"☆19Updated last year
- This repository is the official implementation of “Different Set Domain Adaptation for Brain Computer Interfaces: A Label Alignment Appro…☆22Updated 4 years ago
- ☆15Updated 4 years ago
- ☆29Updated last year