YASA (Yet Another Spindle Algorithm): a Python package to analyze polysomnographic sleep recordings.
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Updated
Apr 7, 2024 - Python
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.
Analyze and manipulate EEG data using PyEEGLab.
Accepted in 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.
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
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
Towards Domain Free Transformer for Generalized EEG Pre-training
Brain Control Interface based smart wheelchair. Actions include start, turn left, right, stop with your brain and eye blinks
With the Brain Powered honourscourse at the UvA we aimed to control a drone using brain signals, measured by means of EEG, only.
Single trial EEG pipeline at the Abdel Rahman Lab for Neurocognitive Psychology, Humboldt-Universität zu Berlin
🎧 Muse - The brain sensing headband plus attention level
ANN4EEG is a convolutional neural network toolkit for EEG-mediated drug-target interaction prediction. This approach for drug-target interaction prediction can explain the mechanisms underlying complicated drug actions, as it allows the identification of similarities in the mechanisms of action and effects of psychotropic drugs.
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