Source code for self-supervised EEG data transfer learning
☆15Feb 9, 2022Updated 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:
- Code accompanying The Promise of Deep Learning for BCIs: Classification of Motor Imagery EEG using Convolutional Neural Network☆11Jan 4, 2022Updated 4 years ago
- Multi-Source Affective Classification EEG Framework with Private Encoders☆14May 4, 2022Updated 3 years ago
- Submission to the Motor Imagery track of BEETL competition, organized within NeurIPS 2021☆12Sep 8, 2022Updated 3 years ago
- Official implementation of 'Adapting to Inter-Subject Variability in EEG-Based Motor Imagery Classification with Meta-Learning' (ICLR 202…☆18Jun 11, 2023Updated 2 years ago
- Rethinking CNN Architecture for Enhancing Decoding Performance of Motor Imagery-based EEG Signals☆36Apr 22, 2025Updated 10 months ago
- In this project, we implemented 7 interpretation techniques on two benchmark deep learning models "EEGNet" and "InterpretableCNN" for EEG…☆16Mar 15, 2022Updated 3 years ago
- Open implementation and code from the publication "EEGSym: Overcoming Intersubject Variability in Motor Imagery Based BCIs with Deep Lear…☆26May 30, 2023Updated 2 years ago
- Different methods(STFT, CWT) transform EEG signal into image visualization☆16Jan 11, 2021Updated 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…☆24Sep 22, 2022Updated 3 years ago
- ☆29Dec 4, 2024Updated last year
- MMCNN: A Multi-branch Multi-scale Convolutional Neural Network for Motor Imagery Classification☆22Apr 18, 2022Updated 3 years ago
- Code for the paper "EEG Channel Interpolation Using Deep Encoder-decoder Networks"☆26Apr 20, 2022Updated 3 years ago
- Code for "Robust EEG processing with dynamic spatial filtering", Banville et al. 2021☆30May 30, 2022Updated 3 years ago
- Transfer Learning☆10Aug 3, 2018Updated 7 years ago
- ☆41May 28, 2024Updated last year
- ☆12Feb 27, 2023Updated 3 years ago
- A really basic copy-to-clipboard JavaScript library.☆12Aug 24, 2020Updated 5 years ago
- Motor Imagery EEG-BCIs - From 0 to Deep Learning with BCI-IV 2a dataset☆11Oct 25, 2022Updated 3 years ago
- Hyperparameter optimization in Deep Neural Networks, In the context of EEG classification☆10Jul 14, 2018Updated 7 years ago
- a script that makes it easier to read long things online☆14Oct 15, 2014Updated 11 years ago
- ☆11Jun 29, 2022Updated 3 years ago
- A MATLAB toolbox for classification of motor imagery tasks in EEG-based BCI system with CSP, FB-CSP and BSSFO☆10Sep 19, 2022Updated 3 years ago
- Riemannian Geometry-Based Spatial Filtering (RSF)☆13Jun 22, 2025Updated 8 months ago
- Using Deep Learning techniques to classify Motor Imagery Electroencephalography (EEG) signals☆11Oct 26, 2022Updated 3 years ago
- Clasificación de señales de EEG de imaginación motora y calculo mental con redes neuronales convolucionales y redes neuronales recurrente…☆48Aug 16, 2022Updated 3 years ago
- Source codes for reproducing the results presented in "A Systematic Deep Learning Model Selection for P300-Based Brain-Computer Interface…☆12Jun 5, 2025Updated 8 months ago
- Three.js starter template with TypeScript and webpack.☆11Jun 18, 2020Updated 5 years ago
- Hybrid Sequential Forward Channel Selection (HSFCS)☆10Jan 11, 2024Updated 2 years ago
- ☆12Oct 30, 2024Updated last year
- Interview preparation☆11Jul 16, 2020Updated 5 years ago
- Interactive notebook introducing the matrix exponential and matrix Lie groups, from the Quantum Formalism lecture series.☆12Apr 17, 2025Updated 10 months ago
- UE5 Neurogame Template using Neurosity and experimental NodeJS plugin. See how the Javascript can be used to get information from your Ne…☆13Jul 31, 2023Updated 2 years ago
- Similarity Learning applied to Speaker Verification and Semantic Textual Similarity☆12Apr 8, 2020Updated 5 years ago
- ☆10Sep 25, 2019Updated 6 years ago
- Code to accompany: https://arxiv.org/abs/2001.08349☆11Jul 6, 2023Updated 2 years ago
- This is the code of the paper "Federated Transfer Learning for EEG Signal Classification" published in IEEE EMBS 2020 (42nd Annual Inter…☆108Jun 4, 2023Updated 2 years ago
- Implementations of various published works on self-supervised learning approaches to biosignal feature extraction.☆53May 16, 2023Updated 2 years ago
- ☆17Mar 30, 2025Updated 11 months ago
- ☆12May 25, 2023Updated 2 years ago