Serpeve / EEGSymLinks
Open implementation and code from the publication "EEGSym: Overcoming Intersubject Variability in Motor Imagery Based BCIs with Deep Learning"
☆26Updated 2 years ago
Alternatives and similar repositories for EEGSym
Users that are interested in EEGSym are comparing it to the libraries listed below
Sorting:
- ☆30Updated 7 months ago
- Benchmark of data augmentations for EEG (code from Rommel, Paillard, Moreau and Gramfort, "Data augmentation for learning predictive mode…☆49Updated 3 years ago
- ☆17Updated last year
- implementation of FBCSP algorithm☆27Updated 6 years ago
- Seeking to recreate the work demonstrated in A Multi-Branch 3D Convolutional Neural Network for EEG-Based Motor Imagery Classification by…☆18Updated 4 years ago
- Submission to the Motor Imagery track of BEETL competition, organized within NeurIPS 2021☆12Updated 3 years ago
- code for NeurIPS_competition☆28Updated 4 years ago
- IEEE Transactions on Emerging Topics in Computational Intelligence☆72Updated 9 months ago
- PyTorch code for "Motor Imagery Decoding Using Ensemble Curriculum Learning and Collaborative Training"☆19Updated last year
- Riemannian Geometry-Based Spatial Filtering (RSF)☆13Updated 7 months ago
- Code for the paper "EEG Channel Interpolation Using Deep Encoder-decoder Networks"☆26Updated 3 years ago
- Temporal information enhanced EEGNet☆13Updated 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
- Code for processing EEG data with Riemannian and deep learning-based classifiers. Additionally provides methods for data augmentation inc…☆30Updated 5 years ago
- ☆45Updated 6 years ago
- CNN-Former model with EEG-ME for SSVEP classification (TNSRE)☆15Updated last year
- Moved to https://github.com/TNTLFreiburg/braindecode!☆69Updated 5 years ago
- 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
- Source Code for "Adaptive Transfer Learning with Deep CNN for EEG Motor Imagery Classification".☆100Updated 3 years ago
- ☆34Updated 10 months ago
- Using GAN to create synthetic and partially synthetic EEG data to augment training sets for motor imagery interaction tasks☆13Updated 6 years ago
- ☆20Updated 10 months ago
- ☆36Updated 7 years ago
- About Open source code of paper: Toward reliable signals decoding for electroencephalogram: A benchmark study to EEGNeX☆70Updated 2 years ago
- EEG motor imagery classification using convolutional neural networks☆43Updated 2 years ago
- Code to accompany our International Conference on Pattern Recognition (ICPR) paper entitled - Leveraging Synthetic Subject Invariant EEG …☆44Updated 6 months ago
- ☆18Updated 5 years ago
- This is the PyTorch implementation of the FBMSNet architecture for EEG-MI classification.☆41Updated 2 years ago
- Official repository of EEG-Inception, a general-purpose and powerful deep convolutional neural network for EEG procesing☆48Updated 2 years ago
- This is the python implementation of Tensor-CSPNet and Graph-CSPNet.☆82Updated last month