5 citations · 7 across the 6 of their papers we have counts for
6 papers
Investigating Brain Connectivity and Information Flow in Mental Workload Using EEG and fNIRS Integration
Mohaddese Qaremohammadlou, Mohammad Bagher Shamsollahi
This study investigates brain connectivity and information flow during mental workload (MWL) by integrating electroencephalogram (EEG) and functional near-infrared spectroscopy (fN…
Electrode Selection for Noninvasive Fetal Electrocardiogram Extraction using Mutual Information Criteria
Reza Sameni, Frédéric Vrins, Fabienne Parmentier +5
Blind source separation (BSS) techniques have revealed to be promising approaches for, among other, biomedical signal processing applications. Specifically, for the noninvasive ext…
Joint, Partially-joint, and Individual Independent Component Analysis in Multi-Subject fMRI Data
Mansooreh Pakravan, Mohammad Bagher Shamsollahi
Objective: Joint analysis of multi-subject brain imaging datasets has wide applications in biomedical engineering. In these datasets, some sources belong to all subjects (joint), a…
Evaluation of Classical Features and Classifiers in Brain-Computer Interface Tasks
Ehsan Arbabi, Mohammad Bagher Shamsollahi
Brain-Computer Interface (BCI) uses brain signals in order to provide a new method for communication between human and outside world. Feature extraction, selection and classificati…
On Higher Order Positive Differential Energy Operator
Amirhossein Javaheri, Mohammad Bagher Shamsollahi
The higher order differential energy operator (DEO), denoted via , is an extension to the second order famous Teager-Kaiser operator. The DEO helps measuring the higher ord…
Implementation and optimization of Wavelet modulation in Additive Gaussian channels
Rad Niazadeh, Sahar Nassirpour, Mohammad B. Shamsollahi
In this paper, we investigate the implementation of wavelet modulation (WM) in a digital communication system and propose novel methods to improve its performance. We will put part…