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Feature Extraction and Classification Methods for Hybrid fNIRS-EEG Brain-Computer Interfaces
Frontiers in Human Neuroscience 12 (2018)
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Citations of this work
Early Detection of Hemodynamic Responses Using EEG: A Hybrid EEG-fNIRS Study.M. Jawad Khan, Usman Ghafoor & Keum-Shik Hong - 2018 - Frontiers in Human Neuroscience 12.
Analysis of Human Gait Using Hybrid EEG-fNIRS-Based BCI System: A Review.Haroon Khan, Noman Naseer, Anis Yazidi, Per Kristian Eide, Hafiz Wajahat Hassan & Peyman Mirtaheri - 2021 - Frontiers in Human Neuroscience 14.
Evaluation of Neural Degeneration Biomarkers in the Prefrontal Cortex for Early Identification of Patients With Mild Cognitive Impairment: An fNIRS Study.Dalin Yang, Keum-Shik Hong, So-Hyeon Yoo & Chang-Soek Kim - 2019 - Frontiers in Human Neuroscience 13.
Classification of Movement Intention Using Independent Components of Premovement EEG.Hyeonseok Kim, Natsue Yoshimura & Yasuharu Koike - 2019 - Frontiers in Human Neuroscience 13.
Hybrid eeg-fnirs bci fusion using multi-resolution singular value decomposition.Muhammad Umer Khan & Mustafa A. H. Hasan - 2020 - Frontiers in Human Neuroscience 14.
References found in this work
fNIRS-based brain-computer interfaces: a review.Noman Naseer & Keum-Shik Hong - 2015 - Frontiers in Human Neuroscience 9.
Decoding of four movement directions using hybrid NIRS-EEG brain-computer interface.M. Jawad Khan, Melissa Jiyoun Hong & Keum-Shik Hong - 2014 - Frontiers in Human Neuroscience 8.
Determining Optimal Feature-Combination for LDA Classification of Functional Near-Infrared Spectroscopy Signals in Brain-Computer Interface Application.Noman Naseer, Farzan M. Noori, Nauman K. Qureshi & Keum-Shik Hong - 2016 - Frontiers in Human Neuroscience 10.
Measuring Mental Workload with EEG+fNIRS.Haleh Aghajani, Marc Garbey & Ahmet Omurtag - 2017 - Frontiers in Human Neuroscience 11.
Exploring Neuro-Physiological Correlates of Drivers' Mental Fatigue Caused by Sleep Deprivation Using Simultaneous EEG, ECG, and fNIRS Data.Sangtae Ahn, Thien Nguyen, Hyojung Jang, Jae G. Kim & Sung C. Jun - 2016 - Frontiers in Human Neuroscience 10.
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