Block-Wise Domain Adaptation for Workload Prediction from fNIRS Data

Functional near-infrared spectroscopy (fNIRS) is a non-intrusive way to measure cortical hemodynamic activity. Predicting cognitive workload from fNIRS data has taken on a diffuse set of methods. To be applicable in real-world settings, models are needed, which can perform well across different sess...

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Bibliographic Details

Published in:	Sensors
Main Authors:	Jiyang Wang, Ayse Altay, Leanne Hirshfield, Senem Velipasalar
Format:	Article
Language:	English
Published:	MDPI AG 2025-06-01
Subjects:	fNIRS cognitive workload domain adaptation contrastive learning
Online Access:	https://www.mdpi.com/1424-8220/25/12/3593