fNIRS-based Neurorobotic Interface for gait rehabilitation

Rayyan Azam Khan,Noman Naseer,Nauman Khalid Qureshi,Farzan Majeed Noori,Hammad Nazeer,Muhammad Umer Khan

fNIRS-based Neurorobotic Interface for gait rehabilitation

2018

Rayyan Azam Khan
Noman Naseer
Nauman Khalid Qureshi
Farzan Majeed Noori
Hammad Nazeer
Muhammad Umer Khan

Background In this paper, a novel functional near-infrared spectroscopy (fNIRS)-based brain-computer interface (BCI) framework for control of prosthetic legs and rehabilitation of patients suffering from locomotive disorders is presented.

Keywords:

Physical medicine and rehabilitation
Brain–computer interface
Rehabilitation
Gait
Physical therapy
Neurology
Functional near-infrared spectroscopy
Psychology
Kalman filter
Pattern recognition
Support vector machine
Linear discriminant analysis
Naive Bayes classifier
Quadratic classifier
Artificial intelligence

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