Novel fNIRS study on homogeneous symmetric feature-based transfer learning for brain–computer interface

por Khalil, Khurram, Asgher, Umer, Ayaz, Yasar
Publicado 2022

Motor Training Using Mental Workload (MWL) With an Assistive Soft Exoskeleton System: A Functional Near-Infrared Spectroscopy (fNIRS) Study for Brain–Machine Interface (BMI)

por Asgher, Umer, Khan, Muhammad Jawad, Asif Nizami, Muhammad Hamza, Khalil, Khurram, Ahmad, Riaz, Ayaz, Yasar, Naseer, Noman
Publicado 2021

Enhanced Accuracy for Multiclass Mental Workload Detection Using Long Short-Term Memory for Brain–Computer Interface

por Asgher, Umer, Khalil, Khurram, Khan, Muhammad Jawad, Ahmad, Riaz, Butt, Shahid Ikramullah, Ayaz, Yasar, Naseer, Noman, Nazir, Salman
Publicado 2020

EEG-fNIRS-based hybrid image construction and classification using CNN-LSTM

por Mughal, Nabeeha Ehsan, Khan, Muhammad Jawad, Khalil, Khurram, Javed, Kashif, Sajid, Hasan, Naseer, Noman, Ghafoor, Usman, Hong, Keum-Shik
Publicado 2022