YASA (Yet Another Spindle Algorithm): a Python package to analyze polysomnographic sleep recordings.

EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow

EntroPy: complexity of time-series in Python (DEPRECATED)

The project is about applying CNNs to EEG data from CHB-MIT to predict seizure

Dreamento (DReam ENgenieering TOolbox): a Python-based software for dream engineering while monitoring/analyzing real-time EEG data.

IEEE Transactions on Emerging Topics in Computational Intelligence

A python package for extracting EEG features. See article "Unsupervised EEG Artifact Detection and Correction" in Frontiers in Digital Health, 2020.

Analyze and manipulate EEG data using PyEEGLab.

A set of tools to analyze and create charts from Muse EEG devices.

Python implemementation of the FBCSP algorithm

Machine learning for Anonymous detection of an alcoholic by EEG signals

This project focuses on data preprocessing and epilepsy seizure prediction using the CHB-MIT EEG dataset. It includes steps like data cleansing, feature extraction, and handling imbalanced datasets, aimed at improving the accuracy of seizure prediction.

Towards Domain Free Transformer for Generalized EEG Pre-training

Pythonic implementation of the Phase Transfer Entropy method using NumPy and SciPy

End-to-End EEG Pipeline for cleaning, filtering, ICA, mass-univariate, and decoding analysis using MNE python

The official implement of Mind's eye: image recognition by EEG via multimodal similarity-keeping contrastive learning.

Brain Control Interface based smart wheelchair. Actions include start, turn left, right, stop with your brain and eye blinks

Single trial EEG pipeline at the Abdel Rahman Lab for Neurocognitive Psychology, Humboldt-Universität zu Berlin

With the Brain Powered honourscourse at the UvA we aimed to control a drone using brain signals, measured by means of EEG, only.