This repository provides a comprehensive pipeline for analyzing motor imagery EEG data using MNE-Python and PyTorch.
☆39Jun 5, 2025Updated last year
Alternatives and similar repositories for eeg-pytorch-bci
Users that are interested in eeg-pytorch-bci are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- The codes that I implemented during my B.Sc. project.☆22Feb 17, 2022Updated 4 years ago
- Code accompanying The Promise of Deep Learning for BCIs: Classification of Motor Imagery EEG using Convolutional Neural Network☆12Jan 4, 2022Updated 4 years ago
- Evaluation of Neural Networks for Classifying Electroencephalography (EEG) Data☆11Mar 15, 2022Updated 4 years ago
- Official code for "Attention-Based Spatio-Temporal-Spectral Feature Learning for Subject-Specific EEG Classification" paper☆38Oct 25, 2021Updated 4 years ago
- EEG motor imagery classification using convolutional neural networks☆43Mar 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.
- Transfer learning for multi source EEG-emotion-classification☆15Nov 18, 2020Updated 5 years ago
- EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow☆246May 20, 2024Updated 2 years ago
- 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
- Twitter tweets play an important role in every organisation. This project is based on analysing the English tweets and categorizing the t…☆15Sep 16, 2020Updated 5 years ago
- This repository contains the code for our proposed method "Multi-source Feature Alignment and Label Rectification" (MFA-LR), which has be…☆24Jul 14, 2023Updated 3 years ago
- [Old version] PyTorch implementation of EEGNet: A Compact Convolutional Network for EEG-based Brain-Computer Interfaces - https://arxiv.o…☆381Jul 10, 2019Updated 7 years ago
- EEG Motor Imagery Classification Using CNN, Transformer, and MLP☆36Jul 29, 2025Updated 11 months ago
- BEIRA: BOLD from EEG Interpretable Regression Autoencoder. Prediction subcortical BOLD activity from EEG data☆26Dec 8, 2022Updated 3 years ago
- EEGNet implementation of 2 BCI competition datasets☆36Jan 17, 2019Updated 7 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.
- Clasificacion de imagenes motoras en señales EEG con CNN, LSTM y otros clasificadores☆55Apr 16, 2021Updated 5 years ago
- Multi-task Generative Adversarial Learning on Geometrical Shape Reconstruction from EEG Brain Signals, published in ICONIP 2019.☆22Jan 20, 2022Updated 4 years ago
- Implementation of Deep Neural Networks in Keras and Tensorflow to classify motor imagery tasks using EEG data☆81Apr 12, 2018Updated 8 years ago
- A basic demonstration how to use Python, MNE, and PyTorch to analyze EEG signal.☆25Dec 6, 2022Updated 3 years ago
- This repository save my work about GAN applied to motor imagery eeg signals☆39Jul 25, 2025Updated 11 months ago
- Deep Learning with EEG.☆27Oct 11, 2025Updated 9 months ago
- Mother of All BCI Benchmarks☆1,027Updated this week
- To try CTC in Keras☆19Apr 8, 2019Updated 7 years ago
- Implementing Common Spatial Pattern (CSP) algorithm for MI-BCI from scratch with python☆10Oct 24, 2020Updated 5 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- The decoding of continuous EEG rhythms during action observation (AO), motor imagery (MI), and motor execution (ME) for standing and sitt…☆43Aug 14, 2024Updated last year
- Class to automatic create Convolutional Neural Network in PyTorch☆15Aug 14, 2021Updated 4 years ago
- BIDS Application for the Configurable Pipeline for the Analysis of Connectomes (C-PAC)☆15Jul 1, 2026Updated 2 weeks ago
- ☆17Sep 20, 2023Updated 2 years ago
- Milkv-duo Cross Compile software☆10Jun 8, 2023Updated 3 years ago
- ☆44Apr 13, 2019Updated 7 years ago
- EEG Motor Imagery with Deep Learning☆14Feb 25, 2022Updated 4 years ago
- This is an EEG Signals Classification based on Bayesian Convolutional Neural Network (Bayesian CNNs) via Variational Inference.☆31Sep 12, 2020Updated 5 years ago
- Motor Imagery Classification based on EEG at Columbia Medical Center☆48Nov 9, 2020Updated 5 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- End-to-End EEG Pipeline for cleaning, filtering, ICA, mass-univariate, and decoding analysis using MNE python☆24Jun 28, 2022Updated 4 years ago
- Python for Psychologists teaching materials☆12Mar 14, 2021Updated 5 years ago
- MNE-preprocessing is a python repository to reduce artifacts based on basic and unanimous approaches step by step from electroencephalogr…☆22Apr 17, 2026Updated 3 months ago
- Heatmap of multiclass confusion matrix☆11Sep 11, 2019Updated 6 years ago
- Linear discriminant analysis on EEG Motor Movement/Imagery Dataset: https://www.physionet.org/pn4/eegmmidb/☆16Jan 13, 2019Updated 7 years ago
- Presented as tutorial at the Second Learning on Graphs Conference (LoG 2023)☆17Dec 2, 2023Updated 2 years ago
- A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.☆1,162Jul 20, 2025Updated last year