Marko Šarlija, mag. ing.

Assistant, Department of Electric Machines, Drives and Automation

NeuroSense: Short-Term Emotion Recognition and Understanding Based on Spiking Neural Network Modelling of Spatio-Temporal EEG Patterns

Tan, Clarence ; Šarlija, Marko ; Kasabov, Nikola
2021.
Neurocomputing

Prediction of Task Performance from Physiological Features of Stress Resilience

Šarlija, Marko ; Popović, Siniša ; Jagodić, Marko ; Jovanovic, Tanja ; Ivkovic, Vladimir ; Zhang, Quan ; Strangman, Gary E ; Ćosić, Krešimir
2020.
IEEE Journal of Biomedical and Health Informatics

Classification of Cognitive Load based on Neurophysiological Features from Functional Near-Infrared Spectroscopy and Electrocardiography Signals on n-back Task

Ivan Kesedžić ; Marko Šarlija ; Jelena Božek ; Siniša Popović ; Krešimir Ćosić
2020.
Ieee sensors journal

Artificial intelligence in prediction of mental health disorders induced by the COVID19 pandemic among health care workers

Ćosić, Krešimir ; Popović, Siniša ; Šarlija, Marko ; Kesedžić, Ivan ; Jovanovic, Tanja
2020.
Croatian medical journal

Spiking Neural Networks: Background, Recent Development and the NeuCube Architecture

Tan, Clarence ; Šarlija, Marko ; Kasabov, Nikola
2020.
Neural Processing Letters

Impact of human disasters and COVID-19 pandemic on mental health: potential of digital psychiatry

Ćosić, Krešimir ; Popović, Siniša ; Šarlija, Marko ; Kesedžić, Ivan
2020.
Psychiatria Danubina

Artificial intelligence in training and learning of complex cognitive skills

Ćosić, Krešimir ; Popović, Siniša ; Kesedžić, Ivan ; Šarlija, Marko ; Mijić, Igor
2019.
Tjedan mozga

New tools and methods in selection of air traffic controllers based on multimodal psychophysiological measurements

Ćosić, Krešimir ; Popović, Siniša ; Šarlija, Marko ; Mijić, Igor ; Kokot, Mirko ; Kesedžić, Ivan ; Strangman, Gary ; Ivković, Vladimir ; Zhang, Quan
2019.
IEEE access

MMOD-COG: A Database for Multimodal Cognitive Load Classification

Mijić, Igor ; Šarlija, Marko ; Petrinović, Davor
2019.
2019 11th International Symposium on Image and Signal Processing and Analysis

Stress resilience assessment based on physiological features in selection of air traffic controllers

Ćosić, Krešimir ; Šarlija, Marko ; Ivkovic, Vladimir ; Zhang, Quan ; Strangman, Gary ; Popović, Siniša
2019.
IEEE access

Resilience–related physiological features and allostasis during critical events in a job–specific serious game

Šarlija, Marko ; Jagodić, Marko ; Popović, Siniša ; Ćosić, Krešimir
2018.
4th International Symposium on Resilience Research

Multidisciplinary metrics for resilience prediction in stressful professions

Ćosić, Krešimir ; Popović, Siniša ; Šarlija, Marko ; Mijić, Igor ; Kesedžić, Ivan ; Kokot, Mirko
2018.
Seminar o prikupljanju i analizi fizioloških podataka

A convolutional neural network based approach to QRS detection

Šarlija, Marko ; Jurišić, Fran ; Popović, Siniša
2017.
10th International Symposium on Image and Signal Processing and Analysis

Classification of Cognitive Load Using Voice Features: A Preliminary Investigation

Mijić, Igor ; Šarlija, Marko ; Petrinović, Davor
2017.
8th IEEE International Conference on Cognitive Infocommunications - CogInfoCom 2017

Teaching duties

University graduate

Postgraduate doctoral study programme