wajdan846 / eeg-classification
Classification of eeg signals using knn and svm based upon significant features
☆12Updated last year
Related projects ⓘ
Alternatives and complementary repositories for eeg-classification
- Implementation of EEG signal classification.☆48Updated 8 years ago
- A versatile signal processing and analysis framework for Motor-Imagery related Electroencephalogram (EEG). It mainly involves temporal an…☆23Updated 4 years ago
- A general matlab framework for EEG data classification☆48Updated 7 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 5 years ago
- Motor Imagery EEG signal Classification on DWT☆24Updated 7 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 is for my Biomedical Computation class in campus. The problem is for classifying EEG Dataset from Bonn University that contains seiz…☆11Updated 7 years ago
- Motor Imagery Classification based on EEG at Columbia Medical Center☆47Updated 4 years ago
- ☆43Updated 5 years ago
- published in Global SIP 2018☆8Updated 3 years ago
- ☆65Updated 5 years ago
- Classification algorithm based on motor imagery brain-computer interface☆31Updated 5 years ago
- Matlab code for proccesing EEG signals.☆76Updated 6 years ago
- Classification of BCI competition VI dataset 2a using ANN by applying WPD and CSP for feature extraction☆81Updated 2 years ago
- Matlab codes for the Online SSVEP-based BCI using Riemannian Geometry algorithm☆48Updated 6 years ago
- BCI Competition IV dataset 2a☆26Updated 5 years ago
- CNN and RNN based architectures for Motor Imagery Classification☆15Updated 5 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
- Implementation of Deep Neural Networks in Keras and Tensorflow to classify motor imagery tasks using EEG data☆79Updated 6 years ago
- Process and analyse EEG brain signals using EEGlab☆24Updated 6 years ago
- In this project, we use MATLAB to build a classifier for predicting motor imagery from EEG data.☆12Updated 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…☆68Updated last year
- An EEG dichotomy program file , using CSP and SVM.☆22Updated 4 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☆11Updated 3 years ago
- Some studies regarding the selection of optimal channels in a BCI based on motor imagery☆11Updated last year
- Moved to https://github.com/TNTLFreiburg/braindecode!☆59Updated 4 years ago
- ☆15Updated 6 years ago
- EEG Emotion Classification algorithm - copy from private☆14Updated 8 years ago
- EEG motor imagery classification using convolutional neural networks☆34Updated last year