Hands-on tutorial on deep learning for EEG classification.
☆86May 12, 2024Updated 2 years ago
Alternatives and similar repositories for dl-eeg-tutorial
Users that are interested in dl-eeg-tutorial are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- in this mini project i will use the libraries mne and braindecode to analyze and classify public domain EEG(ML) signals provided by physi…☆11Jan 29, 2025Updated last year
- Code for "Robust EEG processing with dynamic spatial filtering", Banville et al. 2021☆30May 30, 2022Updated 4 years ago
- ☆14Sep 5, 2023Updated 2 years ago
- Supplementary material for systematic literature review on deep learning and EEG.☆159Feb 12, 2020Updated 6 years ago
- Deep Learning with Tensor Flow for EEG MNE Epoch Objects☆286Nov 21, 2022Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Repository of sample scripts to train deep learning model with PyTorch and MNE☆28May 10, 2019Updated 7 years ago
- Graph analysis of resting state eeg data using MNE and Networkx☆21Jun 4, 2018Updated 8 years ago
- A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.☆1,164Jul 20, 2025Updated last year
- [Old version] PyTorch implementation of EEGNet: A Compact Convolutional Network for EEG-based Brain-Computer Interfaces - https://arxiv.o…☆384Jul 10, 2019Updated 7 years ago
- M/EEG brain age benchmark paper☆31Feb 28, 2023Updated 3 years ago
- Covariance Data Frames for Predictive M/EEG Pipelines☆36Mar 30, 2026Updated 4 months ago
- Resources for Book: Deep Learning for EEG-based Brain-Computer Interface: Representations, Algorithms and Applications☆295Jan 31, 2023Updated 3 years ago
- Experiments on Self-Supervised Learning on EEG data☆19Jun 20, 2020Updated 6 years ago
- A library with tools for EEG analysis☆67Feb 17, 2026Updated 5 months ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- This is the Army Research Laboratory (ARL) EEGModels Project: A Collection of Convolutional Neural Network (CNN) models for EEG signal cl…☆1,547May 2, 2022Updated 4 years ago
- Train Wavenet-based group-level models on MEG data, and uncover neuroscientifically interpretable information.☆14Jan 18, 2024Updated 2 years ago
- A toolbox to decode raw time-domain EEG using features.☆21Apr 11, 2019Updated 7 years ago
- Deep Learning EEG Playground☆81Aug 15, 2024Updated last year
- 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
- Implementation of graph convolutional networks based on PyTorch Geometric to classify EEG signals.☆57Jun 15, 2021Updated 5 years ago
- Neural networks for EEG-MEG decoding with MNE-python and Tensorflow.☆46Jun 9, 2026Updated 2 months ago
- EEGraph: Convert EEGs to graphs with frequency and time-frequency domain connectivity measures.☆169Jul 13, 2026Updated 3 weeks ago
- code for NeurIPS_competition☆28Jan 19, 2022Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- This repository provides a collection of example codes and tutorials for EEG data analysis using MNE-Python. The scripts are designed to …☆31Jun 5, 2025Updated last year
- EEG Experiments in Python☆569May 21, 2026Updated 2 months ago
- Code helper for BEETL competition☆12Sep 11, 2021Updated 4 years ago
- EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow☆247May 20, 2024Updated 2 years ago
- CAUEEG: Chung-Ang University Hospital EEG dataset for automatic EEG diagnosis research☆27Apr 3, 2023Updated 3 years ago
- ☆18Sep 18, 2020Updated 5 years ago
- ☆12May 25, 2023Updated 3 years ago
- Investigating Brain Connectivity with Graph Neural Networks and GNNExplainer [ICPR'22]☆24Jun 7, 2022Updated 4 years ago
- Self-supervised learning techniques for neuroimaging data inspired by prominent learning frameworks in natural language processing + One …☆110Jul 11, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Official implementation of our MICCAI 2022 paper "mulEEG: A Multi-View Representation Learning on EEG Signals"☆35Oct 29, 2025Updated 9 months ago
- Submission to the Motor Imagery track of BEETL competition, organized within NeurIPS 2021☆12Sep 8, 2022Updated 3 years ago
- NeurIPS 2021 - Benchmarks for EEG Transfer Learning - cross-subject sleep stage decoding, cross-dataset motor imagery decoding☆14Dec 9, 2021Updated 4 years ago
- Codes repository for the computation of consciousness scores using brain-heart coupling information☆10Apr 28, 2021Updated 5 years ago
- Live stream and plot fNIRS from Blueberry glasses and EEG from InterAxon Muse (https://blueberryx.com/ and https://choosemuse.com/)☆11Jul 6, 2023Updated 3 years ago
- Riemannian Geometry-Based Spatial Filtering (RSF)☆21Jun 22, 2025Updated last year
- NEAR - Neonatal EEG Artifact Removal, an automated pipeline for pre-processing.☆13Feb 4, 2026Updated 6 months ago