Machine Learning models for the Identification of Cognitive Tasks using Autonomic Reactions from Heart Rate Variability and Electrodermal Activity

Indices of heart rate variability (HRV) and electrodermal activity (EDA), in conjunction with machine learning models, were used to identify one of three tasks a subject is performing based on autonomic response elicited by the specific task. Using non-invasive measures to identify the task performe...

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Bibliographic Details
Main Authors: Hugo F. Posada-Quintero, Jeffrey B. Bolkhovsky
Format: Article
Language:English
Published: MDPI AG 2019-04-01
Series:Behavioral Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-328X/9/4/45