Mechanistic models of sleep dynamics
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Updated
Dec 17, 2020 - R
Mechanistic models of sleep dynamics
Bio
Increase your problem solving skills through sound and music, while asleep!
Study project to test the effect of sleep deprivation on HRV using the Polar ECG belt
Code from a project in my big data class. Predicts sleep disorders from EEG data using a neural network.
Brainstorm Custom Processes Repository for EEG Analysis
Website
💤 Analysis of the paper "Associations between general sleep quality and measures of functioning and cognition in subjects recently diagnosed with bipolar disorder".
Period Amplitude Analysis (PAA) for slow wave detection using eeglab
Sleep stage classification using LSTM networks
A night-vision smart camera that detects eye movements during REM sleep and triggers audio and visual alerts to promote lucidity.
A Lucid Scribe plugin that monitors video streams from web cams and security cameras for rapid eye movements and measures the amount of change between each frame.
Sleep Classification using Ensemble Classification
Chrome extension blocks social networks during sleep hours
A comprehensive machine learning toolkit 🛠️💻 for analyzing and classifying sleep stages 💤🧬 from EDF-formatted polysomnographic (PSG) recordings. Built to facilitate advanced sleep research 🔍📊 and support the development of sleep analysis applications 📲🧪.
Building a Java Swing Application (GUI) using ECLIPSE software
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