bregydoc / eeg_motor_imagery_gan
This repository save my work about GAN applied to motor imagery eeg signals
☆38Updated 6 years ago
Related projects ⓘ
Alternatives and complementary repositories for eeg_motor_imagery_gan
- BCI Competition IV dataset 2a☆26Updated 5 years ago
- Implementation of Deep Neural Networks in Keras and Tensorflow to classify motor imagery tasks using EEG data☆79Updated 6 years ago
- Classification of BCI competition VI dataset 2a using ANN by applying WPD and CSP for feature extraction☆81Updated 2 years ago
- ☆43Updated 5 years ago
- Motor Imagery Classification based on EEG at Columbia Medical Center☆47Updated 4 years ago
- EEG motor imagery classification using convolutional neural networks☆34Updated last year
- ☆65Updated 5 years ago
- Motor Imagery EEG-BCIs - From 0 to Deep Learning with BCI-IV 2a dataset☆10Updated 2 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
- A MATLAB toolbox for classification of motor imagery tasks in EEG-based BCI system with CSP, FB-CSP and BSSFO☆7Updated 2 years ago
- Preprocesamiento de BCI Competition IV data set 2a☆11Updated 4 years ago
- Implementation of EEG signal classification.☆48Updated 8 years ago
- CNN and RNN based architectures for Motor Imagery Classification☆15Updated 5 years ago
- A list of papers for motor imagery using machine learning/deep learning.☆60Updated 3 years ago
- Clasificacion de imagenes motoras en señales EEG con CNN, LSTM y otros clasificadores☆50Updated 3 years ago
- Some studies regarding the selection of optimal channels in a BCI based on motor imagery☆11Updated last year
- Classification algorithm based on motor imagery brain-computer interface☆31Updated 5 years ago
- PyTorch EEG emotion analysis using DEAP dataset☆74Updated 6 years ago
- This is a repository for BCI Competition 2008 dataset IV 2a fixed and optimized for python and numpy. This dataset is related with motor …☆125Updated 5 years ago
- Implementation of filter bank common spatial pattern (FBCSP) for MI-based BCI in python☆36Updated 10 months ago
- An EEG dichotomy program file , using CSP and SVM.☆21Updated 4 years ago
- ☆73Updated 3 years ago
- Improving performance of motor imagery classification using variational-autoencoder and synthetic EEG signals☆38Updated 3 years ago
- FBCNet: An Efficient Multi-view Convolutional Neural Network for Brain-Computer Interface☆120Updated 11 months ago
- Clasificación de señales de EEG de imaginación motora y calculo mental con redes neuronales convolucionales y redes neuronales recurrente…☆48Updated 2 years ago
- ☆41Updated 2 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
- Source Code for "Adaptive Transfer Learning with Deep CNN for EEG Motor Imagery Classification".☆86Updated last year
- GAN and VAE implementations to generate artificial EEG data to improve motor imagery classification. Data based on BCI Competition IV, da…☆154Updated 4 years ago
- Seeking to recreate the work demonstrated in A Multi-Branch 3D Convolutional Neural Network for EEG-Based Motor Imagery Classification by…☆18Updated 3 years ago