Supplementary material for systematic literature review on deep learning and EEG.
☆159Feb 12, 2020Updated 6 years ago
Alternatives and similar repositories for dl-eeg-review
Users that are interested in dl-eeg-review are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Deep Learning with Tensor Flow for EEG MNE Epoch Objects☆283Nov 21, 2022Updated 3 years ago
- This is the Army Research Laboratory (ARL) EEGModels Project: A Collection of Convolutional Neural Network (CNN) models for EEG signal cl…☆1,534May 2, 2022Updated 4 years ago
- Hands-on tutorial on deep learning for EEG classification.☆86May 12, 2024Updated 2 years ago
- ☆44Apr 13, 2019Updated 7 years ago
- A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.☆1,158Jul 20, 2025Updated 10 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Outdated, see new https://github.com/braindecode/braindecode☆331May 11, 2020Updated 6 years ago
- Covariance Data Frames for Predictive M/EEG Pipelines☆35Mar 30, 2026Updated 2 months ago
- Code for "Robust EEG processing with dynamic spatial filtering", Banville et al. 2021☆30May 30, 2022Updated 4 years ago
- ☆35Mar 16, 2018Updated 8 years ago
- Deep Learning EEG Playground☆81Aug 15, 2024Updated last year
- Train Wavenet-based group-level models on MEG data, and uncover neuroscientifically interpretable information.☆14Jan 18, 2024Updated 2 years ago
- EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow☆244May 20, 2024Updated 2 years ago
- Mother of All BCI Benchmarks☆1,004May 26, 2026Updated 3 weeks ago
- ☆12May 25, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆79Oct 20, 2022Updated 3 years ago
- Custom Domain Adaptation: a new method for cross-subject, EEG-based cognitive load recognition☆15Jul 25, 2021Updated 4 years ago
- Deep learning software to decode EEG, ECG or MEG signals☆1,253Updated this week
- This is the repository with the materials for the Graz BCI 2019 workshop : "Benchmarking BCI classification methods: a hands-on introduct…☆16Sep 17, 2019Updated 6 years ago
- ☆14Sep 5, 2023Updated 2 years ago
- A set of functions for supervised feature learning/classification of mental states from EEG based on "EEG images" idea.☆768Jul 2, 2020Updated 5 years ago
- Open implementation and code from the publication "EEGSym: Overcoming Intersubject Variability in Motor Imagery Based BCIs with Deep Lear…☆26May 30, 2023Updated 3 years ago
- ☆132Dec 8, 2022Updated 3 years ago
- Matlab source code of the paper "D. Wu, X. Jiang, R. Peng, W. Kong, J. Huang and Z. Zeng, Transfer Learning for Motor Imagery Based Brain…☆73Apr 23, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- code for NeurIPS_competition☆28Jan 19, 2022Updated 4 years ago
- A list of all public EEG-datasets☆3,041Oct 17, 2025Updated 8 months ago
- ☆205Aug 5, 2022Updated 3 years ago
- [npj Digital Medicine'25] Continuous sleep depth index annotation with deep learning yields novel digital biomarkers for sleep health☆16Apr 13, 2025Updated last year
- A tensorflow implementation for EEGLearn☆78Aug 8, 2019Updated 6 years ago
- Python implementation of FASTER method for EEG artifact rejection☆23Mar 30, 2015Updated 11 years ago
- BCI datasets and algorithms☆77Jun 8, 2022Updated 4 years ago
- M/EEG brain age benchmark paper☆31Feb 28, 2023Updated 3 years ago
- How EEG preprocessing shapes decoding performance☆17Jul 11, 2025Updated 11 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- EEG Experiments in Python☆559May 21, 2026Updated 3 weeks ago
- Project to test the accuracy of multiple algorithms published in articles to the EEG binary motor imagery problem☆19Feb 1, 2020Updated 6 years ago
- EEGdenoiseNet, a benchmark dataset, that is suited for training and testing deep learning-based EEG denoising models, as well as for comp…☆241Jul 19, 2023Updated 2 years ago
- Python implementation of the CSP algorithm☆11Mar 24, 2022Updated 4 years ago
- A Collection Python EEG (+ ECG) Analysis Utilities for OpenBCI and Muse☆261Jun 19, 2017Updated 8 years ago
- SEEG Project☆16Dec 14, 2020Updated 5 years ago
- A framework for simplying BCI workflow in clinical applications☆24Updated this week