Georgios Zoumpourlis's repositories
DEAP_MNE_preprocessing
Scripts to a) download DEAP EEG dataset b) preprocess its EEG signals and c) perform feature extraction
Ensemble-MI
PyTorch code for "Motor Imagery Decoding Using Ensemble Curriculum Learning and Collaborative Training"
BEETL_NeurIPS_2021
Submission to the Motor Imagery track of BEETL competition, organized within NeurIPS 2021
handtracking_hexbug
Control a HexBug robot through hand-tracking (Leap Motion + Arduino + HexBug)
braindecode
Deep learning software to decode EEG or MEG signals
eeg-notebooks
A collection of classic EEG experiments implemented with Python and Jupyter notebooks
EEG_Dataset
Differential entropy features of EEG dataset
eeg_positions
Compute standard EEG electrode positions.
mapextrackt
Pytorch Feature Map Extractor
neurotech-course
CS198-96: Intro to Neurotechnology @ UC Berkeley
pytorch-metric-learning
The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.
research_toolbox
Utilities to help manage a machine learning experimental workflow
SSVEP-Neural-Generative-Models
Code to accompany our International Joint Conference on Neural Networks (IJCNN) paper entitled - Simulating Brain Signals: Creating Synthetic EEG Data via Neural-Based Generative Models for Improved SSVEP Classification
tueg-tools
Tools for working with the Temple University Hospital EEG Corpus
yt-migrate
Import all your YouTube subscriptions from one account to another