Enhancing Classification Performance of fNIRS-BCI by Identifying Cortically Active Channels Using the z-Score Method

A state-of-the-art brain–computer interface (BCI) system includes brain signal acquisition, noise removal, channel selection, feature extraction, classification, and an application interface. In functional near-infrared spectroscopy-based BCI (fNIRS-BCI) channel selection may enhance classification...

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Bibliographic Details
Main Authors: Hammad Nazeer, Noman Naseer, Aakif Mehboob, M. Jawad Khan, Rayyan Azam Khan, Umar Shahbaz Khan, Yasar Ayaz
Format: Article
Published: MDPI AG 2020-12-01
Online Access:https://www.mdpi.com/1424-8220/20/23/6995