numediart / EEGLearn-Pytorch
☆129Updated 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
- Source Code for "Adaptive Transfer Learning with Deep CNN for EEG Motor Imagery Classification".☆90Updated 2 years ago
- FBCNet: An Efficient Multi-view Convolutional Neural Network for Brain-Computer Interface☆122Updated last year
- Pytorch implementation of EEGNet.☆45Updated 2 years ago
- PyTorch EEG emotion analysis using DEAP dataset☆80Updated 7 years ago
- Processed the DEAP dataset on basis of 1) PSD (power spectral density) and 2)DWT(discrete wavelet transform) features . Classifies the EE…☆127Updated 4 years ago
- A list of papers for motor imagery using machine learning/deep learning.☆66Updated 4 years ago
- ☆75Updated 3 years ago
- Deep Learning pipeline for motor-imagery classification.☆59Updated 3 years ago
- Classification of BCI competition VI dataset 2a using ANN by applying WPD and CSP for feature extraction☆82Updated 3 years ago
- EEG motor imagery classification using convolutional neural networks☆35Updated last year
- Resources for the paper titled "EEG-GCNN: Augmenting Electroencephalogram-based Neurological Disease Diagnosis using a Domain-guided Grap…☆167Updated 2 years ago
- ☆67Updated 6 years ago
- GAN and VAE implementations to generate artificial EEG data to improve motor imagery classification. Data based on BCI Competition IV, da…☆158Updated 4 years ago
- Motor Imagery Classification based on EEG at Columbia Medical Center☆47Updated 4 years ago
- Implementation of Deep Neural Networks in Keras and Tensorflow to classify motor imagery tasks using EEG data☆78Updated 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 …☆131Updated 6 years ago
- Python implemementation of the FBCSP algorithm☆32Updated 9 months ago
- Official repository of EEG-Inception, a general-purpose and powerful deep convolutional neural network for EEG procesing☆38Updated last year
- EEG Emotion classification using the DEAP pre-processed data☆141Updated 6 years ago
- ☆43Updated 5 years ago
- code for LMDA☆76Updated last year
- ☆73Updated 2 years ago
- The model for the paper "EEG-Based Emotion Recognition Using Regularized Graph Neural Networks"☆188Updated 4 years ago
- [Old version] PyTorch implementation of EEGNet: A Compact Convolutional Network for EEG-based Brain-Computer Interfaces - https://arxiv.o…☆303Updated 5 years ago
- CNN classifier to classify MI-EEG signals☆48Updated 5 years ago
- Feature Extraction of Mental Load EEG signals☆55Updated 8 years ago
- EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow☆215Updated 10 months ago
- EEG data processing and it's convolution using AutoEncoder + CNN + RNN☆89Updated 6 years ago
- PyTorch implementation of TSception☆73Updated 2 years ago