Classification of Prefrontal Cortex Activity Based on Functional Near-Infrared Spectroscopy Data upon Olfactory Stimulation

Classification of Prefrontal Cortex Activity Based on Functional Near-Infrared Spectroscopy Data upon Olfactory Stimulation

The sense of smell is one of the most important organs in humans, and olfactory imaging can detect signals in the anterior orbital frontal lobe. This study assessed olfactory stimuli using support vector machines (SVMs) with signals from functional near-infrared spectroscopy (fNIRS) data obtained fr...

Full description

Bibliographic Details
Main Authors: Cheng-Hsuan Chen, Kuo-Kai Shyu, Cheng-Kai Lu, Chi-Wen Jao, Po-Lei Lee
Format: Article
Language:English
Published: MDPI AG 2021-05-01
Series:Brain Sciences
Subjects:
functional near-infrared spectroscopy
olfaction
hemoglobin response function
support vector machine
classification
machine learning technique
Online Access:https://www.mdpi.com/2076-3425/11/6/701

Internet

https://www.mdpi.com/2076-3425/11/6/701

Similar Items