MMCNN: A Multi-branch Multi-scale Convolutional Neural Network for Motor Imagery Classification
☆22Apr 18, 2022Updated 3 years ago
Alternatives and similar repositories for ECML-PKDD_MMCNN
Users that are interested in ECML-PKDD_MMCNN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆34Jul 22, 2024Updated last year
- EEG motor imagery classification using convolutional neural networks☆43Mar 25, 2023Updated 3 years ago
- ☆29Dec 4, 2024Updated last year
- A list of papers for motor imagery using machine learning/deep learning.☆84Feb 22, 2021Updated 5 years ago
- Preprocesamiento de BCI Competition IV data set 2a☆11Oct 28, 2020Updated 5 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Submission to the Motor Imagery track of BEETL competition, organized within NeurIPS 2021☆12Sep 8, 2022Updated 3 years ago
- Rethinking CNN Architecture for Enhancing Decoding Performance of Motor Imagery-based EEG Signals☆36Apr 22, 2025Updated 11 months ago
- ☆10Feb 25, 2020Updated 6 years ago
- ECE-GY 9123 Project: GCN-Explain-Net: An Explainable Graph Convolutional Neural Network (GCN) for EEG-based Motor Imagery Classification …☆55May 20, 2021Updated 4 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
- Perform EEG Channel selection with Gumbel-softmax☆14Jan 5, 2021Updated 5 years ago
- code for LMDA☆88Jul 14, 2023Updated 2 years ago
- Open implementation and code from the publication "EEGSym: Overcoming Intersubject Variability in Motor Imagery Based BCIs with Deep Lear…☆26May 30, 2023Updated 2 years ago
- Offical repository of the paper "EEG-DG：A Multi-Source Domain Generalization Framework for Motor Imagery EEG Classification" .☆31Apr 30, 2025Updated 11 months 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.
- Source code for self-supervised EEG data transfer learning☆15Feb 9, 2022Updated 4 years ago
- It's a tensorflow implemention for EEGNet☆17Jun 29, 2018Updated 7 years ago
- A list of experts in the field of the brain-computer interface and biological signal processing in China☆43Jun 6, 2021Updated 4 years ago
- Deep Learning pipeline for motor-imagery classification.☆66Jan 9, 2022Updated 4 years ago
- Implementation of Convolutional Recurrent Neural Network (CRNN) to decode motor imagery EEG data.☆12Mar 25, 2023Updated 3 years ago
- MMCNN: A Multi-branch Multi-scale Convolutional Neural Network for Motor Imagery Classification☆21Jun 23, 2020Updated 5 years ago
- Attention temporal convolutional network for EEG-based motor imagery classification☆330Nov 29, 2025Updated 4 months ago
- Parallel Spatial--Temporal Self-attention CNN-based Motor Imagery Classification for BCI☆32Mar 30, 2021Updated 5 years ago
- paper for “Multiscale space-time-frequency feature-guided multitask learning CNN for motor imagery EEG classification”☆14Nov 2, 2020Updated 5 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.
- Multi-View Spatial-Temporal Graph Convolutional Networks with Domain Generalization for Sleep Stage Classification.☆86Apr 1, 2025Updated 11 months ago
- This is the python implementation of Tensor-CSPNet and Graph-CSPNet.☆82Jan 10, 2026Updated 2 months ago
- ☆17Dec 16, 2024Updated last year
- This is the PyTorch implementation of the FBMSNet architecture for EEG-MI classification.☆42Aug 20, 2023Updated 2 years ago
- In this project, we implemented 7 interpretation techniques on two benchmark deep learning models "EEGNet" and "InterpretableCNN" for EEG…☆16Mar 15, 2022Updated 4 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
- ☆34Sep 5, 2025Updated 6 months ago
- Motor execution (ME)/motor imagery (MI) cross-task adaptive transfer learning algorithm for MI EEG decoding☆20Nov 15, 2023Updated 2 years ago
- ☆23Aug 10, 2023Updated 2 years ago
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- EEG Motor Imagery with Deep Learning☆14Feb 25, 2022Updated 4 years ago
- Partial conditional mutual information from mixed embedding for coupling estimation in multivariate time series. We also use transfer ent…☆13Jun 9, 2020Updated 5 years ago
- Class to automatic create Convolutional Neural Network in PyTorch☆15Aug 14, 2021Updated 4 years ago
- Python implemementation of the FBCSP algorithm☆35Jun 4, 2024Updated last year
- ☆15Nov 9, 2023Updated 2 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
- Seeking to recreate the work demonstrated in A Multi-Branch 3D Convolutional Neural Network for EEG-Based Motor Imagery Classification by…☆18Jul 7, 2021Updated 4 years ago