Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International ConferenceHumansSpectroscopyNear-InfraredFingersAlgorithms
fNIRS Based Comparative Study of Classifiers and Feature Selection Techniques for Finger Tapping.
Urooj Abid, Osama Zulfiqar, Hammad Nazeer, Noman Naseer, Antonio Padilha Lanari Bo, Haroon Khan
Published: 202510.1109/EMBC58623.2025.11254285
Abstract
This study seeks to classify five-finger movements using machine learning (ML) algorithms. It also examines how feature optimization methods affect classification performance. The signals of functional near-infrared spectroscopy (fNIRS) were acquired…
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