A basic demonstration how to use Python, MNE, and PyTorch to analyze EEG signal.
☆25Dec 6, 2022Updated 3 years ago
Alternatives and similar repositories for Python-for-EEG
Users that are interested in Python-for-EEG are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This repository compares typical and advanced modeling approaches for EEG Emotion Recognition.☆29Sep 18, 2022Updated 4 years ago
- Implementing Common Spatial Pattern (CSP) algorithm for MI-BCI from scratch with python☆10Oct 24, 2020Updated 6 years ago
- Motor Imagery System Using a Low-Cost EEG Brain Computer Interface.☆12Aug 27, 2021Updated 5 years ago
- Library for processing and analyizing M/EEG data as recorded with naturalistic stimuli.☆15Oct 8, 2026Updated 3 weeks ago
- An EEG-based emotion recognition system using Simple Recurrent Units(SRU) in Pytorch library. It identifies three emotions: positive, neu…☆12Dec 11, 2021Updated 4 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.
- This repository contains a Python code script for performing emotion classification using EEG (Electroencephalogram) data. Emotion classi…☆25Sep 4, 2023Updated 3 years ago
- ☆33Apr 10, 2021Updated 5 years ago
- Leverage SSVEP to control drone in real time☆33Oct 2, 2022Updated 4 years ago
- BEIRA: BOLD from EEG Interpretable Regression Autoencoder. Prediction subcortical BOLD activity from EEG data☆26Dec 8, 2022Updated 3 years ago
- Code for the paper "Multi-Task CNN Model for Emotion Recognition from EEG Brain Maps". DEAP dataset. Python/Keras/Tensorflow 2 Impementat…☆64Apr 27, 2023Updated 3 years ago
- EEG data processing and it's convolution using AutoEncoder + CNN + RNN☆95May 23, 2018Updated 8 years ago
- Whole-brain modelling of TMS-EEG TEPs (Momi et al. ELife 2023)☆20Apr 26, 2023Updated 3 years ago
- EEG-based emotion classification using DEAP dataset☆156Mar 1, 2023Updated 3 years ago
- EEG emotion recognition with graph isomorphism network (GIN)☆11Oct 10, 2023Updated 3 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- ☆10Dec 27, 2024Updated last year
- Code Implementation of paper: Transformers for EEG-Based Emotion Recognition: A Hierarchical Spatial Information Learning Model☆39Jul 24, 2025Updated last year
- Using Capsule Network for EEG emotion classification using Digit-Caps model☆10Apr 30, 2023Updated 3 years ago
- This is the project of my undergraduate thesis, an enhanced Capsule Network that integrates EEG and ECG signals for improved emotion reco…☆13Jan 17, 2024Updated 2 years ago
- ☆19Jun 25, 2020Updated 6 years ago
- Motor Imagery Classification using Attention based Parallel CNN-LSTM architecture. Dataset used: PhysioNet Motor Imagery Dataset☆12Aug 12, 2020Updated 6 years ago
- Meta-learning approach for human-interpretable formulas generation☆10Apr 24, 2020Updated 6 years ago
- Neuropycon package of functions for electrophysiology analysis, can be used from graphpype and nipype☆29Jul 25, 2025Updated last year
- Overview of the Dareplane project and individual modules☆18May 21, 2026Updated 5 months ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Using CNN-LSTM for emotion recognition based on EEG signals☆12May 2, 2023Updated 3 years ago
- An unofficial implementation of the paper "A comprehensive comparison of handcrafted features and convolutionalautoencoders for epileptic…☆11Apr 18, 2021Updated 5 years ago
- Repository for Monash Psychology Honours Statistics Unit (PSY4210)☆17Feb 19, 2026Updated 8 months ago
- Emotion analysis on DREAMER dataset using various Deep Learning Techniques☆13Jan 1, 2021Updated 5 years ago
- ☆12Feb 27, 2024Updated 2 years ago
- High-level Python module for handle OpenBCI EEG acquisition boards.☆10Feb 10, 2023Updated 3 years ago
- ☆12Nov 27, 2022Updated 3 years ago
- Generate word-word similarities from Gensim's latent semantic indexing (Python)☆11Jan 10, 2017Updated 9 years ago
- C# program to superpose SSVEP and c-VEP flickers on top of other graphical interfaces☆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.
- Python package for SSVEP datasets and algorithms. Corresponding paper has been accepted by IEEE TNSRE (DOI: 10.1109/TNSRE.2024.3424410)☆63Jul 22, 2024Updated 2 years ago
- Developmental team, Neuroimaging Cognitive Unit, Neurospin Center, Paris☆15Feb 18, 2025Updated last year
- Neural networks for EEG-MEG decoding with MNE-python and Tensorflow.☆46Sep 23, 2026Updated last month
- ☆10Jul 5, 2022Updated 4 years ago
- Convolutional Neural Networks for shoreline prediction☆12May 15, 2024Updated 2 years ago
- EEG based emotion recognition using Transfer Learning and CNN model on SEED, SEED-IV and SEED-V☆39Jul 29, 2023Updated 3 years ago
- SSABN：Spatial-spectral Attention Bilateral Network for Hyperspectral Unmixing.☆10Jul 12, 2023Updated 3 years ago