Pooria90 / EEG-Motor-Imagery-AnalysisView external linksLinks
The codes that I implemented during my B.Sc. project.
☆23Feb 17, 2022Updated 4 years ago
Alternatives and similar repositories for EEG-Motor-Imagery-Analysis
Users that are interested in EEG-Motor-Imagery-Analysis are comparing it to the libraries listed below
Sorting:
- Implementation of Convolutional Recurrent Neural Network (CRNN) to decode motor imagery EEG data.☆12Mar 25, 2023Updated 2 years ago
- Temporal information enhanced EEGNet☆13Feb 27, 2023Updated 2 years ago
- A list of papers for motor imagery using machine learning/deep learning.☆84Feb 22, 2021Updated 4 years ago
- EEG Motor Imagery with Deep Learning☆14Feb 25, 2022Updated 3 years ago
- ☆17Dec 16, 2024Updated last year
- Class to automatic create Convolutional Neural Network in PyTorch☆15Aug 14, 2021Updated 4 years ago
- Code accompanying The Promise of Deep Learning for BCIs: Classification of Motor Imagery EEG using Convolutional Neural Network☆11Jan 4, 2022Updated 4 years ago
- ☆10Feb 25, 2020Updated 5 years ago
- Improving performance of motor imagery classification using variational-autoencoder and synthetic EEG signals☆51Nov 25, 2024Updated last year
- ☆35Jul 22, 2024Updated last year
- PyTorch code for "Motor Imagery Decoding Using Ensemble Curriculum Learning and Collaborative Training"☆19Feb 14, 2024Updated 2 years ago
- Master thesis subject: Leveraging Deep Learning for Real-time EEG Classification at Cybathlon's BCI-race☆15Mar 25, 2023Updated 2 years ago
- Deep Learning pipeline for motor-imagery classification.☆64Jan 9, 2022Updated 4 years ago
- Parallel Spatial--Temporal Self-attention CNN-based Motor Imagery Classification for BCI☆32Mar 30, 2021Updated 4 years ago
- This repository provides a comprehensive pipeline for analyzing motor imagery EEG data using MNE-Python and PyTorch.☆37Jun 5, 2025Updated 8 months ago
- ☆15Jul 7, 2021Updated 4 years ago
- Motor Imagery EEG Signal Classification Using Random Subspace Ensemble Network☆42Apr 30, 2023Updated 2 years ago
- Clasificación de señales de EEG de imaginación motora y calculo mental con redes neuronales convolucionales y redes neuronales recurrente…☆49Aug 16, 2022Updated 3 years ago
- EEG motor imagery classification using convolutional neural networks☆43Mar 25, 2023Updated 2 years ago
- FBCNet: An Efficient Multi-view Convolutional Neural Network for Brain-Computer Interface☆145Nov 25, 2023Updated 2 years ago
- code for LMDA☆88Jul 14, 2023Updated 2 years ago
- Benchmark of data augmentations for EEG (code from Rommel, Paillard, Moreau and Gramfort, "Data augmentation for learning predictive mode…☆49Oct 27, 2022Updated 3 years ago
- In AugmentBrain we investigate the performance of different data augmentation methods for the classification of Motor Imagery (MI) data u…☆22Jun 7, 2021Updated 4 years ago
- ☆21Jul 13, 2023Updated 2 years ago
- Classification of BCI competition VI dataset 2a using ANN by applying WPD and CSP for feature extraction☆92Mar 4, 2022Updated 3 years ago
- Offical repository of the paper "EEG-DG：A Multi-Source Domain Generalization Framework for Motor Imagery EEG Classification" .☆29Apr 30, 2025Updated 9 months ago
- Source Code for "Adaptive Transfer Learning with Deep CNN for EEG Motor Imagery Classification".☆100Jan 11, 2023Updated 3 years ago
- Fair and comprehensive benchmarking for open source EEG foundation models.☆70Feb 6, 2026Updated last week
- MMCNN: A Multi-branch Multi-scale Convolutional Neural Network for Motor Imagery Classification☆22Apr 18, 2022Updated 3 years ago
- Public EEG Dataset☆74May 23, 2023Updated 2 years ago
- Implementation of Domain Specific Denoising Diffusion Probabilistic Models for Brain Dynamics/EEG Signals☆64Nov 13, 2023Updated 2 years ago
- Resources for the paper titled "Domain-guided Self-supervision of EEG Data Improves Downstream Classification Performance and Generalizab…☆23Jul 12, 2023Updated 2 years ago
- A ViT based transformer applied on multi-channel time-series EEG data for motor imagery classification☆194May 10, 2025Updated 9 months ago
- EEG Motor Imagery Classification Using CNN, Transformer, and MLP☆32Jul 29, 2025Updated 6 months ago
- The Best Antivirus and Total Protection for Mac! What's the Best Malware Protection? Malware, Spyware, and Adware Protection Antiviru…☆10Aug 1, 2019Updated 6 years ago
- Attention temporal convolutional network for EEG-based motor imagery classification☆319Nov 29, 2025Updated 2 months ago
- ☆32Jan 27, 2024Updated 2 years ago
- Rethinking CNN Architecture for Enhancing Decoding Performance of Motor Imagery-based EEG Signals☆36Apr 22, 2025Updated 9 months ago
- The decoding of continuous EEG rhythms during action observation (AO), motor imagery (MI), and motor execution (ME) for standing and sitt…☆41Aug 14, 2024Updated last year