Neurophysiological measures and correlates of cognitive load in attention‐deficit/hyperactivity disorder (ADHD), autism spectrum disorder (ASD) and dyslexia: A …

AL Le Cunff, E Dommett… - European Journal of …, 2024 - Wiley Online Library
Working memory is integral to a range of critical cognitive functions such as reasoning and
decision‐making. Although alterations in working memory have been observed in …

Reliability of mental workload index assessed by eeg with different electrode configurations and signal pre-processing pipelines

A Mastropietro, I Pirovano, A Marciano, S Porcelli… - Sensors, 2023 - mdpi.com
Background and Objective: Mental workload (MWL) is a relevant construct involved in all
cognitively demanding activities, and its assessment is an important goal in many research …

The impact of changes in daylight illuminance levels on architectural experiences in office environments using virtual reality and electroencephalogram

P Payedar-Ardakani, Y Gorji-Mahlabani… - Journal of Building …, 2024 - Elsevier
This study investigates the influence of varying daylight illuminance levels on architectural
experiences in a virtual office environment. Integrating subjective assessments and …

Design and validation of an electroencephalogram‐supported approach to tracking real‐time cognitive load variations for adaptive video‐based learning

L Pei, MSY Jong, J Shang… - British Journal of …, 2024 - Wiley Online Library
Cognitive load is a critical internal state associated with learners' learning process and
significantly influences learning outcomes. With the worldwide popularity of video‐based …

Effects and prediction of cognitive load on encoding model of brain response to auditory and linguistic stimuli in educational multimedia

AH Asaadi, SH Amiri, A Bosaghzadeh… - Scientific Reports, 2024 - nature.com
Multimedia is extensively used for educational purposes. However, certain types of
multimedia lack proper design, which could impose a cognitive load on the user. Therefore …

Eeg-based cognitive load estimation of acoustic parameters for data sonification

G Sharma, S Madan, M Bilalpur, A Dhall… - … on Cognitive and …, 2025 - ieeexplore.ieee.org
Sonification is a data visualization technique which expresses data attributes via
psychoacoustic parameters, which are non-speech audio signals used to convey …

Re‐examining cognitive load measures in real‐world learning: Evidence from both subjective and neurophysiological data

X Liu, Y Zhang - British Journal of Educational Psychology, 2024 - Wiley Online Library
Background Cognitive load theory is widely used in educational research and instructional
design, which relies heavily on conceptual constructs and measurement instruments of …

Cognitive Load Estimation Using a Hybrid Cluster-Based Unsupervised Machine Learning Technique

I Hassan, M Zolezzi, H Khalil, R Mohmood… - IEEE …, 2024 - ieeexplore.ieee.org
The increasing prevalence of non-invasive, portable Electroencephalography (EEG)
sensors for neuro-physiological measurements has propelled EEG-based assessments of …

A novel method of cognitive overload assessment based on a fusion feature selection using EEG signals

Z Li, L Tong, Y Zeng, Y Gao, D Gong… - Journal of Neural …, 2024 - iopscience.iop.org
Objective. Cognitive overload, as an overload state of cognitive workload, negatively
impacts individuals' task performance and mental health. Cognitive overload assessment …

Compensatory Mechanisms in Non-principal Multimedia Learning: The Interplay of Local and Global Information Processing

MO Varnosfaderani, M Golmohamadian… - arXiv preprint arXiv …, 2024 - arxiv.org
Educational multimedia has become increasingly important in modern learning
environments because of its cost-effectiveness and ability to overcome the temporal and …