Some studies regarding the selection of optimal channels in a BCI based on motor imagery
☆13Nov 13, 2023Updated 2 years ago
Alternatives and similar repositories for channel_selection
Users that are interested in channel_selection are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Developed an best EEG Channel Selection Model Using Technique like MIMR☆10May 1, 2022Updated 4 years ago
- Python implementation of the CSP algorithm☆11Mar 24, 2022Updated 4 years ago
- Automatic channel selection for seizure detection☆12Dec 10, 2023Updated 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
- This is the PyTorch implementation of the FBMSNet architecture for EEG-MI classification.☆42Aug 20, 2023Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. 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
- Classification algorithm based on motor imagery brain-computer interface☆33Aug 22, 2019Updated 6 years ago
- Official Repository of 'Transfer learning of an ensemble of DNNs for SSVEP BCI spellers without user-specific training'☆27Sep 22, 2023Updated 2 years ago
- MMCNN: A Multi-branch Multi-scale Convolutional Neural Network for Motor Imagery Classification☆21Jun 23, 2020Updated 5 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
- 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
- This projected explored the effect of introducing channel and spatial attention mechanisms, namely SEN-Net, ECA-Net, and CBAM to existin…☆11Jun 11, 2023Updated 2 years ago
- ☆34Jul 22, 2024Updated last year
- Transfer Learning☆10Aug 3, 2018Updated 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.
- Python package for Dempster-Shafer related computation☆14Mar 16, 2023Updated 3 years ago
- The final project for ECE C147/C247, which evaluates the performance of CNN + Transformer and CNN + GRU + SimpleRNN models on an EEG data…☆13Mar 29, 2023Updated 3 years ago
- Codes, data for brain typing paper.☆42Jan 20, 2022Updated 4 years ago
- A basic implementation of genetic algorithm for traveling salesman problem☆11Jul 26, 2020Updated 5 years ago
- Using Deep Learning techniques to classify Motor Imagery Electroencephalography (EEG) signals☆11Oct 26, 2022Updated 3 years ago
- The project aims at comparing results achieved by Particle Swarm Optimization (PSO) and Whale Optimization Algorithm (WOA) in segmentatio…☆14Apr 22, 2018Updated 8 years ago
- Use multiple cameras to track a target pedestrian☆12Jan 21, 2020Updated 6 years ago
- ☆16Dec 7, 2023Updated 2 years ago
- Nic & Rob's lair of scripts to analyse OPM data, using the Fieldtrip toolbox☆13Dec 16, 2024Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- End-to-End Multi-Task Learning for Subject-Independent Motor Imagery EEG Classification (IEEE Transactions on Biomedical Engineering)☆105May 30, 2025Updated 11 months ago
- ☆10Jul 29, 2021Updated 4 years ago
- GAN and VAE implementations to generate artificial EEG data to improve motor imagery classification. Data based on BCI Competition IV, da…☆170Mar 26, 2020Updated 6 years ago
- ☆17Nov 23, 2021Updated 4 years ago
- Attention temporal convolutional network for EEG-based motor imagery classification☆338Nov 29, 2025Updated 5 months ago
- Matlab source code of the paper "D. Wu, X. Jiang, R. Peng, W. Kong, J. Huang and Z. Zeng, Transfer Learning for Motor Imagery Based Brain…☆73Apr 23, 2023Updated 3 years ago
- Differential entropy features of EEG dataset☆13Mar 28, 2023Updated 3 years ago
- Deep learning CNN model for detecting retina damage from Optical Coherence Tomography (OCT) Images.☆18Sep 26, 2020Updated 5 years ago
- A real-time visual analysis software for depth tracking in noisy oil and gas environments.☆13Jan 13, 2026Updated 3 months 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.
- Deep learning model for classifying concrete images as with or without crack☆11May 10, 2020Updated 5 years ago
- This repo is for the submission for my Final Year Project on creating Synthetic EEG Data using General Adverserial Neural Networks (GANs)…☆56Aug 31, 2020Updated 5 years ago
- Code repository for S4Sleep: Elucidating the design space of deep-learning-based sleep stage classification models☆20Mar 2, 2026Updated 2 months 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
- CNN-Former model with EEG-ME for SSVEP classification (TNSRE)☆15Sep 8, 2024Updated last year
- 国创项目展示部分☆10Jul 28, 2020Updated 5 years ago
- Wrapper Based feature selection using Particle Swarm Optimization☆12Jul 9, 2019Updated 6 years ago