Discrimination of emotional states from scalp- and intracranial EEG using multiscale Rényi entropy.

A data-adaptive, multiscale version of Rényi's quadratic entropy (RQE) is introduced for emotional state discrimination from EEG recordings. The algorithm is applied to scalp EEG recordings of 30 participants watching 4 emotionally-charged video clips taken from a validated public database. Kri...

Full description

Bibliographic Details
Main Authors: Yelena Tonoyan, Theerasak Chanwimalueang, Danilo P Mandic, Marc M Van Hulle
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2017-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC5669426?pdf=render