georgehanna94 / Motor-Imagery-ClassificationView external linksLinks
In this project, we use MATLAB to build a classifier for predicting motor imagery from EEG data.
☆12Nov 15, 2019Updated 6 years ago
Alternatives and similar repositories for Motor-Imagery-Classification
Users that are interested in Motor-Imagery-Classification are comparing it to the libraries listed below
Sorting:
- 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
- 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
- Motor imagery EEG classifier for my master's thesis.☆21Jan 9, 2017Updated 9 years ago
- Machine learning on motor imagery data.☆17May 15, 2020Updated 5 years ago
- A versatile signal processing and analysis framework for Motor-Imagery related Electroencephalogram (EEG). It mainly involves temporal an…☆25Apr 16, 2020Updated 5 years ago
- Code for paper "Application of Convolutional Neural Networks to Four-Class Motor Imagery Classification Problem"☆12Aug 31, 2017Updated 8 years ago
- Data augmentation for SSVEPs using Source Aliasing Matrix Estimation☆12Dec 25, 2022Updated 3 years ago
- The official code for paper entitled "TRCA-Net: Using TRCA filters to boost the SSVEP classification with convolutional neural network" a…☆13Jul 18, 2023Updated 2 years ago
- Matlab code: "Wong, C. M., et al. (2020). Inter-and intra-subject transfer reduces calibration effort for high-speed SSVEP-based BCIs. IE…☆12Apr 27, 2023Updated 2 years ago
- This BrainOn project, which was developed in python with multi-threading concurrency programming, is aimed to create an online brain-comp…☆34Apr 11, 2023Updated 2 years ago
- Motor Imagery EEG signal Classification on DWT☆24Nov 7, 2017Updated 8 years ago
- 2014 autumn CSC project. EEG, Motor Imagery.☆10Apr 20, 2015Updated 10 years ago
- SSVEP Speller implemented using PsychToolBox☆10Jul 20, 2017Updated 8 years ago
- Implement TRCA algorithm for ssvep signal classification☆17Dec 15, 2019Updated 6 years ago
- Classification algorithm based on motor imagery brain-computer interface☆33Aug 22, 2019Updated 6 years ago
- Classification of eeg signals using knn and svm based upon significant features☆14Jan 10, 2023Updated 3 years ago
- This repository includes useful MATLAB codes for the detection of SSVEP in EEG signals using spatial filters, frequency recognition algor…☆20Dec 27, 2024Updated last year
- 常见SSVEP信号处理算法（以空间滤波器为主）☆55Mar 30, 2025Updated 10 months ago
- A general matlab framework for EEG data classification☆51Aug 21, 2017Updated 8 years ago
- Matlab codes for the Online SSVEP-based BCI using Riemannian Geometry algorithm☆53Jan 8, 2018Updated 8 years ago
- Official Repository of 'Transfer learning of an ensemble of DNNs for SSVEP BCI spellers without user-specific training'☆26Sep 22, 2023Updated 2 years ago
- Classification toolbox for ERP and SSVEP based BCI data☆56May 3, 2021Updated 4 years ago
- Removal of EOG artifacts from EEG using Adaptive Filtering☆12Dec 31, 2017Updated 8 years ago
- c/c++ projects for you! some projects for you to practice your programming skills which used C or CPP, you can use other programming lang…☆11Oct 24, 2020Updated 5 years 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…☆72Apr 23, 2023Updated 2 years ago
- P300 Classification for EEG-based BCI system with Bayes LDA, SVM, LassoGLM and a Deep CNN methods☆12Sep 5, 2022Updated 3 years ago
- ☆10Sep 3, 2019Updated 6 years ago
- Bark frequency filterbank + SPL differential envelope follower transient shaper☆11Dec 11, 2020Updated 5 years ago
- 12-class joint frequency-phase modulated SSVEP dataset for estimating online BCI performance☆51Oct 6, 2016Updated 9 years ago
- Multiclass support matrix machine for single trial EEG classification☆11Jul 9, 2018Updated 7 years ago
- ☆10Nov 10, 2016Updated 9 years ago
- Python backend for BCI Essentials☆13Nov 5, 2025Updated 3 months ago
- CNN - ELM model for mri brain decoding☆11Apr 2, 2018Updated 7 years ago
- A real-time visual analysis software for depth tracking in noisy oil and gas environments.☆12Jan 13, 2026Updated last month
- These are module outlines for the youtube series called 'Introduction to Modern Brain Computer Interface Design' by Christian A. Kothe☆12Nov 9, 2015Updated 10 years ago
- Source codes for the paper "Personalized Dynamic Music Emotion Recognition with Dual-Scale Attention-Based Meta-Learning" (PDMER) which p…☆14Mar 24, 2025Updated 10 months ago
- 服务端负载均衡， 提供文件的秒传，支持断点续传，对重复文件进行了空间优化， 所有相同的文件只占用一份存储空间。☆11Jun 17, 2017Updated 8 years ago
- Deep ConvNet Image Classifier based on Residual Network architecture trained on Caltech 101 Object Dataset☆10May 8, 2024Updated last year
- Hello, I'm Yima Philemon, a Unity 3D game developer, Flutter developer, level designer, c#, and dart programmer with over 7 years of expe…☆15Jan 9, 2025Updated last year