TianGL / CNN-MI-BCILinks
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")
☆44Updated 7 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
Sorting:
- Implementation of EEG signal classification.☆52Updated 9 years ago
- ☆45Updated 6 years ago
- Implementation of Deep Neural Networks in Keras and Tensorflow to classify motor imagery tasks using EEG data☆81Updated 7 years ago
- Motor Imagery Classification based on EEG at Columbia Medical Center☆48Updated 5 years ago
- A general matlab framework for EEG data classification☆51Updated 8 years ago
- Classification of BCI competition VI dataset 2a using ANN by applying WPD and CSP for feature extraction☆91Updated 3 years ago
- This repository save my work about GAN applied to motor imagery eeg signals☆39Updated 5 months ago
- ☆69Updated 7 years ago
- Machine learning on motor imagery data.☆17Updated 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…☆71Updated 2 years ago
- Classification algorithm based on motor imagery brain-computer interface☆31Updated 6 years ago
- BCI Competition IV dataset 2a☆32Updated 6 years ago
- This repository contains the tensorflow implementation for our ICONIP-2018 paper: "Continuous Convolutional Neural Network with 3D Input …☆59Updated 2 years ago
- An EEG dichotomy program file , using CSP and SVM.☆27Updated 5 years ago
- Common spatial pattern (CSP) is a mathematical procedure used in signal processing for separating a multivariate signal into additive sub…☆19Updated 6 years ago
- PyTorch EEG emotion analysis using DEAP dataset☆93Updated 8 years ago
- Official repository of EEG-Inception, a general-purpose and powerful deep convolutional neural network for EEG procesing☆48Updated 2 years ago
- Preprocesamiento de BCI Competition IV data set 2a☆11Updated 5 years ago
- Processed the DEAP dataset on basis of 1) PSD (power spectral density) and 2)DWT(discrete wavelet transform) features . Classifies the EE…☆130Updated 5 years ago
- This repository contains the tensorflow implementation for the paper: "Emotion Recognition from Multi-Channel EEG through Parallel Convol…☆47Updated 6 years ago
- A versatile signal processing and analysis framework for Motor-Imagery related Electroencephalogram (EEG). It mainly involves temporal an…☆25Updated 5 years ago
- A list of papers for motor imagery using machine learning/deep learning.☆84Updated 4 years ago
- ☆27Updated 7 years ago
- Source Code for "Adaptive Transfer Learning with Deep CNN for EEG Motor Imagery Classification".☆100Updated 2 years ago
- Seeking to recreate the work demonstrated in A Multi-Branch 3D Convolutional Neural Network for EEG-Based Motor Imagery Classification by…☆18Updated 4 years ago
- Some studies regarding the selection of optimal channels in a BCI based on motor imagery☆13Updated 2 years ago
- ☆36Updated 7 years ago
- Python implemementation of the FBCSP algorithm☆33Updated last year
- Moved to https://github.com/TNTLFreiburg/braindecode!☆69Updated 5 years ago
- FBCNet: An Efficient Multi-view Convolutional Neural Network for Brain-Computer Interface☆143Updated 2 years ago