sagihaider / Common-Spatial-Pattern-Algorithm
Common spatial pattern (CSP) is a mathematical procedure used in signal processing for separating a multivariate signal into additive subcomponents which have maximum differences in variance between two windows. This algorithm is mainly used in motor imagery based BCI for processing EEG data.
☆20Updated 5 years ago
Alternatives and similar repositories for Common-Spatial-Pattern-Algorithm:
Users that are interested in Common-Spatial-Pattern-Algorithm are comparing it to the libraries listed below
- ☆43Updated 5 years ago
- A versatile signal processing and analysis framework for Motor-Imagery related Electroencephalogram (EEG). It mainly involves temporal an…☆25Updated 4 years ago
- Motor Imagery EEG signal Classification on DWT☆24Updated 7 years ago
- A general matlab framework for EEG data classification☆48Updated 7 years ago
- Implementation of EEG signal classification.☆50Updated 8 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…☆41Updated 6 years ago
- A MATLAB toolbox for classification of motor imagery tasks in EEG-based BCI system with CSP, FB-CSP and BSSFO☆7Updated 2 years ago
- Classification of eeg signals using knn and svm based upon significant features☆14Updated 2 years ago
- Matlab codes for the Online SSVEP-based BCI using Riemannian Geometry algorithm☆51Updated 7 years ago
- In this project, we use MATLAB to build a classifier for predicting motor imagery from EEG data.☆12Updated 5 years ago
- Some studies regarding the selection of optimal channels in a BCI based on motor imagery☆12Updated last year
- Classification of EEG samples into motor imagery classes to be used for a simple Brain-Computer Interface.☆7Updated 9 years ago
- ☆15Updated 7 years ago
- Motor Imagery Classification based on EEG at Columbia Medical Center☆47Updated 4 years ago
- EEG Emotion Classification algorithm - copy from private☆15Updated 9 years ago
- published in Global SIP 2018☆8Updated 3 years ago
- ☆29Updated 2 years ago
- EEG motor imagery classification using convolutional neural networks☆35Updated last year
- implementation of FBCSP algorithm☆25Updated 6 years ago
- The source code of the OACCA introduced in our IEEE TBME paper (10.1109/TBME.2021.3133594)☆19Updated 2 years ago
- BCI Competition IV dataset 2a☆27Updated 5 years ago
- Classification algorithm based on motor imagery brain-computer interface☆32Updated 5 years ago
- An EEG dichotomy program file , using CSP and SVM.☆23Updated 4 years ago
- Multisource Transfer Learning for Cross- Subject EEG Emotion Recognition☆37Updated 4 years ago
- This repository save my work about GAN applied to motor imagery eeg signals☆39Updated 6 years ago
- Matlab code of our IEEE TASE paper "Wong, C. M., Wang, Z., Rosa, A. C., Chen, C. P., Jung, T. P., Hu, Y., & Wan, F. (2021). Transferring …☆18Updated last year
- Implementation of Deep Neural Networks in Keras and Tensorflow to classify motor imagery tasks using EEG data☆78Updated 6 years ago
- Project to test the accuracy of multiple algorithms published in articles to the EEG binary motor imagery problem☆21Updated 5 years ago
- Moved to https://github.com/TNTLFreiburg/braindecode!☆60Updated 4 years ago
- Code to accompany our International Conference on Pattern Recognition (ICPR) paper entitled - Leveraging Synthetic Subject Invariant EEG …☆41Updated 9 months ago