Sleep EEG Multitaper Tutorial: An Introduction to Spectral Analysis (Part 1 of 3)

Multitaper Spectral Analysis Tutorial for Sleep EEG

In Part 1 of this tutorial you will be introduced to spectral estimation, a powerful mathematical tool for analysis of neural oscillations present in the EEG. You will learn the history of characterizing the sleep EEG and why spectral estimation provides an objective, flexible, high-resolution alternative to traditional sleep staging.

This video tutorial was created by the Prerau Lab. For additional tutorials, information, and code for the multitaper spectrogram by the Prerau Lab, please visit http://www.sleepeeg.org/multitaper.

Related Publication: https://www.physiology.org/doi/full/10.1152/physiol.00062.2015

Citation:
Prerau et. al, Tracking the Sleep Onset Process: An Empirical Model of Behavioral and Physiological Dynamics. PLoS Comput. Biol. Oct;10(10):e1003866. PMCID: PMC4183428

Citation:
Prerau MJ, Bianchi MT, Brown RE, Ellenbogen JM, Patrick PL. Sleep Neurophysiological Dynamics Through the Lens of Multitaper Spectral Analysis. Physiology (Bethesda). 2017 Jan;32(1):60-92. Review. PubMed PMID: 27927806.

Видео Sleep EEG Multitaper Tutorial: An Introduction to Spectral Analysis (Part 1 of 3) канала Prerau Lab