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An Isolated CNN Architecture for Classification of Finger-Tapping Tasks Using Initial Dip Images: A Functional Near-Infrared Spectroscopy Study

This work investigates the classification of finger-tapping task images constructed for the initial dip duration of hemodynamics (HR) associated with the small brain area of the left motor cortex using functional near-infrared spectroscopy (fNIRS). Different layers (i.e., 16-layers, 19-layers, 22-la...

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Detalles Bibliográficos
Autores principales: Ali, Muhammad Umair, Zafar, Amad, Kallu, Karam Dad, Yaqub, M. Atif, Masood, Haris, Hong, Keum-Shik, Bhutta, Muhammad Raheel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10376657/
https://www.ncbi.nlm.nih.gov/pubmed/37508837
http://dx.doi.org/10.3390/bioengineering10070810