Code accompanying The Promise of Deep Learning for BCIs: Classification of Motor Imagery EEG using Convolutional Neural Network
☆11Jan 4, 2022Updated 4 years ago
Alternatives and similar repositories for DL-for-MI-BCI
Users that are interested in DL-for-MI-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:
- Classification algorithm based on motor imagery brain-computer interface☆33Aug 22, 2019Updated 6 years ago
- Source code for self-supervised EEG data transfer learning☆15Feb 9, 2022Updated 4 years ago
- Implementation of Convolutional Recurrent Neural Network (CRNN) to decode motor imagery EEG data.☆12Mar 25, 2023Updated 3 years ago
- Motor execution (ME)/motor imagery (MI) cross-task adaptive transfer learning algorithm for MI EEG decoding☆20Nov 15, 2023Updated 2 years ago
- Official implementation of 'Adapting to Inter-Subject Variability in EEG-Based Motor Imagery Classification with Meta-Learning' (ICLR 202…☆18Jun 11, 2023Updated 2 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 codes that I implemented during my B.Sc. project.☆23Feb 17, 2022Updated 4 years ago
- Rethinking CNN Architecture for Enhancing Decoding Performance of Motor Imagery-based EEG Signals☆36Apr 22, 2025Updated 11 months ago
- Different methods(STFT, CWT) transform EEG signal into image visualization☆16Jan 11, 2021Updated 5 years ago
- End-to-End Multi-Task Learning for Subject-Independent Motor Imagery EEG Classification (IEEE Transactions on Biomedical Engineering)☆103May 30, 2025Updated 10 months ago
- Source code for the paper: Sun, Biao, et al. "Graph Convolution Neural Network based End-to-end Channel Selection and Classification for …☆22Dec 18, 2022Updated 3 years ago
- SPD-CNN: A Plain CNN-Based Model Using the Symmetric Positive Definite Matrices for Cross-Subject EEG Classification with Meta-Transfer-L…☆25Sep 22, 2022Updated 3 years ago
- ☆29Dec 4, 2024Updated last year
- 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
- CNN and RNN based architectures for Motor Imagery Classification☆15Jun 13, 2019Updated 6 years ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- Common spatial pattern (CSP) is a mathematical procedure used in signal processing for separating a multivariate signal into additive sub…☆19Jul 11, 2019Updated 6 years ago
- Clasificación de señales de EEG de imaginación motora y calculo mental con redes neuronales convolucionales y redes neuronales recurrente…☆48Aug 16, 2022Updated 3 years ago
- feature selection by using random forest.☆12Apr 1, 2017Updated 8 years ago
- A userChrome.css theme to make thunderbird resemble Firefox 89+☆16Dec 8, 2022Updated 3 years ago
- Transfer Learning☆10Aug 3, 2018Updated 7 years ago
- Code for processing EEG data with Riemannian and deep learning-based classifiers. Additionally provides methods for data augmentation inc…☆30Aug 30, 2020Updated 5 years ago
- combining Euclidean Alignment (EA) and weighted LTL to classify MI-based EEG☆11Jun 13, 2024Updated last year
- Using Deep Learning techniques to classify Motor Imagery Electroencephalography (EEG) signals☆11Oct 26, 2022Updated 3 years ago
- This is the PyTorch implementation of the FBMSNet architecture for EEG-MI classification.☆42Aug 20, 2023Updated 2 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- A research repository of deep learning on electroencephalographic (EEG) for Motor imagery(MI), including eeg data processing(visualizatio…☆87Aug 3, 2024Updated last year
- Official code for "Attention-Based Spatio-Temporal-Spectral Feature Learning for Subject-Specific EEG Classification" paper☆38Oct 25, 2021Updated 4 years ago
- Public EEG-based motor imagery (MI) datasets☆12Feb 1, 2024Updated 2 years ago
- Edge-Featured Graph Attention Network (EGAT) implementation for reaction and molecular property prediction☆12Feb 12, 2024Updated 2 years ago
- Parallel Spatial--Temporal Self-attention CNN-based Motor Imagery Classification for BCI☆32Mar 30, 2021Updated 4 years ago
- Similarity Learning applied to Speaker Verification and Semantic Textual Similarity☆13Apr 8, 2020Updated 5 years ago
- A new approach based on a 10-layer one-dimensional convolution neural network (1D-CNN) to classify five brain states (four MI classes pl…☆176May 30, 2022Updated 3 years ago
- Improving BCIs with generative models synthesizing realistic EEG signals. Co-authored research paper: https://arxiv.org/abs/2402.09453☆12Oct 18, 2025Updated 5 months ago
- This repository provides the codes and data used in our paper "DanHAR: Dual Attention Network For Multimodal Human Activity Recognition U…☆16Mar 18, 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 and start building anything your business needs.
- Efficient Transfer Learning with Meta Update for Cross Subject EEG Classification☆45Sep 9, 2023Updated 2 years ago
- This code repository collects the source code of the representative deep learning-based MI-EEG models and runs a leaderboard to fairly co…☆17Apr 22, 2025Updated 11 months ago
- Image reconstruction from human brain activity by VAE and adversarial learning☆12May 21, 2022Updated 3 years ago
- EEG motor imagery classification using convolutional neural networks☆43Mar 25, 2023Updated 3 years ago
- Interview preparation☆11Jul 16, 2020Updated 5 years ago
- PyTorch code for "Motor Imagery Decoding Using Ensemble Curriculum Learning and Collaborative Training"☆19Feb 14, 2024Updated 2 years ago
- A MATLAB toolbox for classification of motor imagery tasks in EEG-based BCI system with CSP, FB-CSP and BSSFO☆10Sep 19, 2022Updated 3 years ago