tomazas / itc2017
Code for paper "Application of Convolutional Neural Networks to Four-Class Motor Imagery Classification Problem"
☆12Updated 7 years ago
Alternatives and similar repositories for itc2017:
Users that are interested in itc2017 are comparing it to the libraries listed below
- Classification of EEG samples into motor imagery classes to be used for a simple Brain-Computer Interface.☆7Updated 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
- published in Global SIP 2018☆8Updated 3 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
- Common spatial pattern (CSP) is a mathematical procedure used in signal processing for separating a multivariate signal into additive sub…☆20Updated 5 years ago
- In this project, we use MATLAB to build a classifier for predicting motor imagery from EEG data.☆12Updated 5 years ago
- Motor Imagery EEG signal Classification on DWT☆24Updated 7 years ago
- Motor imagery EEG classifier for my master's thesis.☆20Updated 8 years ago
- Implementation of EEG signal classification.☆49Updated 8 years ago
- A general matlab framework for EEG data classification☆48Updated 7 years ago
- Classification of eeg signals using knn and svm based upon significant features☆13Updated 2 years ago
- ☆35Updated 5 years ago
- Classification algorithm based on motor imagery brain-computer interface☆32Updated 5 years ago
- Implementation of Deep Neural Networks in Keras and Tensorflow to classify motor imagery tasks using EEG data☆79Updated 6 years ago
- EEG Emotion Classification algorithm - copy from private☆15Updated 8 years ago
- ☆43Updated 5 years ago
- Motor Imagery Classification based on EEG at Columbia Medical Center☆47Updated 4 years ago
- Machine learning on motor imagery data.☆16Updated 4 years ago
- This repository contains the tensorflow implementation for our ICONIP-2018 paper: "Continuous Convolutional Neural Network with 3D Input …☆56Updated last year
- Feature extraction for EEG signals☆28Updated 4 years ago
- for the paper "V-3DCNN, emotion recognition based on EEG"☆12Updated 2 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
- 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…☆69Updated last year
- This repository contains the tensorflow implementation for the paper: "Emotion Recognition from Multi-Channel EEG through Parallel Convol…☆45Updated 5 years ago
- EEGNet implementation of 2 BCI competition datasets☆33Updated 6 years ago
- EEG emotion recognition based on Temporal convolutional network☆24Updated 5 years ago
- 音频刺激的受众脑电特征(线性,非线性)提取,分类,选择最优特征等☆22Updated 5 years ago
- EEG Signal Processing - Entropy☆17Updated 4 years ago