Mohammad Bagher Menhaj

Design and Implementation of a Decision Making System for Controlling a Hand Exoskeleton Based on EEG/EMG Signals

The paper develops a hybrid BCI system using EEG and EMG signals to control a hand exoskeleton for rehabilitation, achieving reliable classification of flexion and resting states.

Design of a Computational Intelligence System for Detection of Multiple Sclerosis with Visual Evoked Potentials

This paper presents a fuzzy inference system optimized with Krill Herd and metaheuristic algorithms to classify multiple sclerosis patients from healthy controls using visual evoked potentials, achieving 90% accuracy.

EEG Signal Processing to Control a Finger Rehabilitation System

This paper compares EEG signal classification methods for motor imagery in time and time-frequency domains using SVM and LDA with PCA, finding SVM performs best.

Spatiotemporal Analysis of Category and Target-related Information Processing in the Brain during Object Detection

This study uses EEG to track how category- and target-related information is processed in the brain during object detection, showing prefrontal areas initiate target-related processing which predicts behavioral performance better.