TianGL / CNN-MI-BCI
CNN-SAE program for MI-BCI classification. (Based on "Tabar et al-2016-J Neural Eng. A novel deep learning approach for classification of EEG motor imagery signals")
☆41Updated 6 years ago
Alternatives and similar repositories for CNN-MI-BCI:
Users that are interested in CNN-MI-BCI are comparing it to the libraries listed below
- Implementation of EEG signal classification.☆50Updated 8 years ago
- ☆43Updated 6 years ago
- BCI Competition IV dataset 2a☆27Updated 5 years ago
- Implementation of Deep Neural Networks in Keras and Tensorflow to classify motor imagery tasks using EEG data☆79Updated 7 years ago
- Classification of BCI competition VI dataset 2a using ANN by applying WPD and CSP for feature extraction☆84Updated 3 years ago
- A general matlab framework for EEG data classification☆48Updated 7 years ago
- Machine learning on motor imagery data.☆16Updated 4 years ago
- Classification algorithm based on motor imagery brain-computer interface☆32Updated 5 years ago
- A versatile signal processing and analysis framework for Motor-Imagery related Electroencephalogram (EEG). It mainly involves temporal an…☆25Updated 5 years ago
- Classification of eeg signals using knn and svm based upon significant features☆14Updated 2 years ago
- An EEG dichotomy program file , using CSP and SVM.☆23Updated 4 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
- published in Global SIP 2018☆8Updated 3 years ago
- ☆36Updated 6 years ago
- EEG motor imagery classification using convolutional neural networks☆35Updated 2 years ago
- ☆68Updated 6 years ago
- Motor Imagery Classification based on EEG at Columbia Medical Center☆47Updated 4 years ago
- Feature extraction for EEG signals☆28Updated 5 years ago
- Preprocesamiento de BCI Competition IV data set 2a☆11Updated 4 years ago
- This repository save my work about GAN applied to motor imagery eeg signals☆40Updated 6 years ago
- Official repository of EEG-Inception, a general-purpose and powerful deep convolutional neural network for EEG procesing☆43Updated last year
- 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…☆70Updated last year
- bci_program for BCI IV 2b☆8Updated 6 years ago
- Common spatial pattern (CSP) is a mathematical procedure used in signal processing for separating a multivariate signal into additive sub…☆20Updated 5 years ago
- This toolbox offers 30 types of EEG feature extraction methods (HA, HM, HC, and etc.) for Electroencephalogram (EEG) applications.☆86Updated 4 years ago
- ☆32Updated 4 years ago
- implementation of FBCSP algorithm☆25Updated 6 years ago
- Source Code for "Adaptive Transfer Learning with Deep CNN for EEG Motor Imagery Classification".☆90Updated 2 years ago
- Motor Imagery EEG signal Classification on DWT☆24Updated 7 years ago
- Clasificacion de imagenes motoras en señales EEG con CNN, LSTM y otros clasificadores☆55Updated 4 years ago