numediart / EEGLearn-Pytorch
☆130Updated 2 years ago
Alternatives and similar repositories for EEGLearn-Pytorch:
Users that are interested in EEGLearn-Pytorch are comparing it to the libraries listed below
- Moved to https://github.com/TNTLFreiburg/braindecode!☆60Updated 4 years ago
- Pytorch implementation of EEGNet.☆44Updated 2 years ago
- Processed the DEAP dataset on basis of 1) PSD (power spectral density) and 2)DWT(discrete wavelet transform) features . Classifies the EE…☆126Updated 4 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 …☆129Updated 5 years ago
- PyTorch EEG emotion analysis using DEAP dataset☆78Updated 7 years ago
- FBCNet: An Efficient Multi-view Convolutional Neural Network for Brain-Computer Interface☆121Updated last year
- A list of papers for motor imagery using machine learning/deep learning.☆65Updated 3 years ago
- Source Code for "Adaptive Transfer Learning with Deep CNN for EEG Motor Imagery Classification".☆89Updated 2 years ago
- Deep Learning pipeline for motor-imagery classification.☆59Updated 3 years ago
- ☆65Updated 6 years ago
- Classification of BCI competition VI dataset 2a using ANN by applying WPD and CSP for feature extraction☆81Updated 2 years ago
- ☆75Updated 3 years ago
- EEG Emotion classification using the DEAP pre-processed data☆140Updated 6 years ago
- EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow☆213Updated 8 months ago
- EEG data processing and it's convolution using AutoEncoder + CNN + RNN☆89Updated 6 years ago
- 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☆78Updated 6 years ago
- A tensorflow implementation for EEGLearn☆78Updated 5 years ago
- Motor Imagery Classification based on EEG at Columbia Medical Center☆47Updated 4 years ago
- Python implemementation of the FBCSP algorithm☆32Updated 8 months ago
- Attention temporal convolutional network for EEG-based motor imagery classification☆215Updated 2 months ago
- Official repository of EEG-Inception, a general-purpose and powerful deep convolutional neural network for EEG procesing☆37Updated last year
- ☆35Updated 6 years ago
- Resources for the paper titled "EEG-GCNN: Augmenting Electroencephalogram-based Neurological Disease Diagnosis using a Domain-guided Grap…☆165Updated 2 years ago
- ☆72Updated 2 years ago
- modify self-attention model for EEG signal as input and image embedding layer as output☆100Updated 5 years ago
- GAN and VAE implementations to generate artificial EEG data to improve motor imagery classification. Data based on BCI Competition IV, da…☆156Updated 4 years ago
- ☆43Updated 5 years ago
- code for LMDA☆70Updated last year
- Feature Extraction of Mental Load EEG signals☆54Updated 8 years ago