Classification algorithm based on motor imagery brain-computer interface
☆33Aug 22, 2019Updated 6 years ago
Alternatives and similar repositories for BCI_MI_CSP_DNN
Users that are interested in BCI_MI_CSP_DNN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Machine learning on motor imagery data.☆17May 15, 2020Updated 6 years ago
- CNN-SAE program for MI-BCI classification. (Based on "Tabar et al-2016-J Neural Eng. A novel deep learning approach for classification of…☆43Dec 13, 2018Updated 7 years ago
- Motor Imagery EEG signal Classification on DWT☆24Nov 7, 2017Updated 8 years ago
- In this project, we use MATLAB to build a classifier for predicting motor imagery from EEG data.☆12Nov 15, 2019Updated 6 years ago
- Code for paper "Application of Convolutional Neural Networks to Four-Class Motor Imagery Classification Problem"☆12Aug 31, 2017Updated 8 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- 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…☆71Apr 23, 2023Updated 3 years ago
- Using wavelet transform to extract time-frequency features of motor imagery EEG signals, and classify it by convolutional neural network☆113Oct 14, 2019Updated 6 years ago
- Some studies regarding the selection of optimal channels in a BCI based on motor imagery☆12Nov 13, 2023Updated 2 years ago
- Implementation of EEG signal classification.☆60Jun 30, 2016Updated 10 years ago
- Common spatial pattern (CSP) is a mathematical procedure used in signal processing for separating a multivariate signal into additive sub…☆18Jul 11, 2019Updated 7 years ago
- A general matlab framework for EEG data classification☆51Aug 21, 2017Updated 8 years ago
- Preprocesamiento de BCI Competition IV data set 2a☆11Oct 28, 2020Updated 5 years ago
- 基于一个公开数据集和一个BCI竞赛数据集，提供一个SVM-CSP运动想象二分类demo☆12Aug 2, 2021Updated 4 years ago
- A versatile signal processing and analysis framework for Motor-Imagery related Electroencephalogram (EEG). It mainly involves temporal an…☆25Apr 16, 2020Updated 6 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.
- In AugmentBrain we investigate the performance of different data augmentation methods for the classification of Motor Imagery (MI) data u…☆22Jun 7, 2021Updated 5 years ago
- ☆31Apr 29, 2022Updated 4 years ago
- MI-EEG recognition☆10Feb 14, 2019Updated 7 years ago
- Using Deep Learning techniques to classify Motor Imagery Electroencephalography (EEG) signals☆11Oct 26, 2022Updated 3 years ago
- This project is the codes to generate universal adversarial perturbations for EEG-based BCIs.☆11Jul 9, 2020Updated 6 years ago
- SSVEP Brain Computer Interface - Example code for real-time detection of SSVEP using the Canonical Correlation Analysis (CCA) code in rea…☆18Jul 25, 2019Updated 7 years ago
- Motor execution (ME)/motor imagery (MI) cross-task adaptive transfer learning algorithm for MI EEG decoding☆19Nov 15, 2023Updated 2 years ago
- Covariance toolbox for matlab, including riemannian geometry☆119Jun 30, 2016Updated 10 years ago
- EEG motor imagery classification using convolutional neural networks☆43Mar 25, 2023Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Task-related component analysis (TRCA)-based algorithm for detecting steady-state visual evoked potentials (SSVEPs) toward a high-speed b…☆154Dec 11, 2023Updated 2 years ago
- ☆44Apr 13, 2019Updated 7 years ago
- Motor imagery EEG classifier for my master's thesis.☆21Jan 9, 2017Updated 9 years ago
- FB-tCNN for SSVEP Classification (TNSRE)☆26Jan 5, 2023Updated 3 years ago
- Feature-level domain adaptation☆11Sep 6, 2019Updated 6 years ago
- ☆30Dec 4, 2024Updated last year
- This repository save my work about GAN applied to motor imagery eeg signals☆39Jul 25, 2025Updated last year
- EEG Motor Imagery with Deep Learning☆13Feb 25, 2022Updated 4 years ago
- This project focuses on face recognition problem with respect to 5-fold cross validation, dimensionality reduction based on benchmark alg…☆10Apr 25, 2016Updated 10 years ago
- 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.
- Official Repository of 'A Deep Neural Network for SSVEP-Based Brain-Computer Interfaces'☆83Sep 22, 2023Updated 2 years ago
- Public EEG-based motor imagery (MI) datasets☆13Feb 1, 2024Updated 2 years ago
- Attention temporal convolutional network for EEG-based motor imagery classification☆354Nov 29, 2025Updated 8 months ago
- GAN and VAE implementations to generate artificial EEG data to improve motor imagery classification. Data based on BCI Competition IV, da…☆168Mar 26, 2020Updated 6 years ago
- Steady-state Visual Evoked Potentials (SSVEP) BCI Classification Algorithms on a 12-Class SSVEP Public Dataset☆77Mar 25, 2023Updated 3 years ago
- Applying discrete wavelet packet transform (DWPT) and nonnegative matrix factorization (NMF) analysis to speech enhancement tasks. Conven…☆12May 14, 2017Updated 9 years ago
- Evaluation of Neural Networks for Classifying Electroencephalography (EEG) Data☆11Mar 15, 2022Updated 4 years ago