Deep Learning with Tensor Flow for EEG MNE Epoch Objects
☆280Nov 21, 2022Updated 3 years ago
Alternatives and similar repositories for DeepEEG
Users that are interested in DeepEEG are comparing it to the libraries listed below
Sorting:
- This is the Army Research Laboratory (ARL) EEGModels Project: A Collection of Convolutional Neural Network (CNN) models for EEG signal cl…☆1,469May 2, 2022Updated 3 years ago
- A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.☆1,137Jul 20, 2025Updated 7 months ago
- Deep learning software to decode EEG, ECG or MEG signals☆1,160Feb 21, 2026Updated last week
- Supplementary material for systematic literature review on deep learning and EEG.☆158Feb 12, 2020Updated 6 years ago
- EEG motor imagery classification using convolutional neural networks☆43Mar 25, 2023Updated 2 years ago
- EEGraph: Convert EEGs to graphs with frequency and time-frequency domain connectivity measures.☆161Oct 25, 2023Updated 2 years ago
- Hands-on tutorial on deep learning for EEG classification.☆86May 12, 2024Updated last year
- A set of functions for supervised feature learning/classification of mental states from EEG based on "EEG images" idea.☆762Jul 2, 2020Updated 5 years ago
- Mother of All BCI Benchmarks☆931Updated this week
- This project was a joint effort with the neurology labs at UNL and UCD Anschutz to use deep learning to classify EEG data.☆222Oct 5, 2017Updated 8 years ago
- Code for "Robust EEG processing with dynamic spatial filtering", Banville et al. 2021☆30May 30, 2022Updated 3 years ago
- EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow☆238May 20, 2024Updated last year
- An open software package to develop BCI based brain and cognitive computing technology for recognizing user's intention using deep learni…☆406Feb 27, 2024Updated 2 years ago
- Previous version of eeg-notebooks☆189Jun 17, 2024Updated last year
- A list of all public EEG-datasets☆2,913Oct 17, 2025Updated 4 months ago
- EEG Experiments in Python☆542Jan 28, 2026Updated 3 weeks ago
- Interactive Brain Playground - Browser based tutorials on EEG with webbluetooth and muse☆196Dec 4, 2025Updated 2 months ago
- Deep Learning EEG Playground☆80Aug 15, 2024Updated last year
- MNELAB – a GUI for MNE-Python☆281Updated this week
- This is the repository with the materials for the Graz BCI 2019 workshop : "Benchmarking BCI classification methods: a hands-on introduct…☆15Sep 17, 2019Updated 6 years ago
- Resources for Book: Deep Learning for EEG-based Brain-Computer Interface: Representations, Algorithms and Applications☆277Jan 31, 2023Updated 3 years ago
- EEG Transformer 2.0. i. Convolutional Transformer for EEG Decoding. ii. Novel visualization - Class Activation Topography.☆697Jul 24, 2024Updated last year
- SleepEEGNet: Automated Sleep Stage Scoring with Sequence to Sequence Deep Learning Approach☆265Aug 27, 2021Updated 4 years ago
- Outdated, see new https://github.com/braindecode/braindecode☆332May 11, 2020Updated 5 years ago
- This is an implentation of paper GMSS: Graph-Based Multi-Task Self-Supervised Learning for EEG Emotion Recognition☆83Apr 7, 2022Updated 3 years ago
- Processed the DEAP dataset on basis of 1) PSD (power spectral density) and 2)DWT(discrete wavelet transform) features . Classifies the EE…☆133May 21, 2020Updated 5 years ago
- [Old version] PyTorch implementation of EEGNet: A Compact Convolutional Network for EEG-based Brain-Computer Interfaces - https://arxiv.o…☆360Jul 10, 2019Updated 6 years ago
- A tensorflow implementation for EEGLearn☆78Aug 8, 2019Updated 6 years ago
- Machine learning for multivariate data through the Riemannian geometry of positive definite matrices in Python☆737Feb 16, 2026Updated last week
- The model for the paper "EEG-Based Emotion Recognition Using Regularized Graph Neural Networks"☆214Oct 25, 2020Updated 5 years ago
- MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python☆3,249Updated this week
- CS198-96: Intro to Neurotechnology @ UC Berkeley☆375Apr 13, 2022Updated 3 years ago
- Automated rejection and repair of bad trials/sensors in M/EEG☆150Dec 16, 2025Updated 2 months ago
- ☆133Dec 8, 2022Updated 3 years ago
- End-to-End EEG Pipeline for cleaning, filtering, ICA, mass-univariate, and decoding analysis using MNE python☆24Jun 28, 2022Updated 3 years ago
- 🔧🧠 MEEGkit: MEG & EEG processing toolkit in Python☆219Updated this week
- Converting real-time EEG into sounds, music and visual effects☆391Updated this week
- EEG Sleep stage classification using CNN with Keras☆183Jun 17, 2024Updated last year
- Graph Convolutional Networks for 4-class EEG Classification☆87Sep 24, 2020Updated 5 years ago