Computer methods in biomechanics and biomedical engineering
Automated recognition of mental cognitive workload through electroencephalography and a deep learning approach.
Ali Khaleghi, Shahab Alaedin Baloochi, Hamid Majidi, Kian Shahi
Published: 202510.1080/10255842.2025.2571424
Abstract
This study proposes a novel system for automatic cognitive workload identification from EEG signals. It overcomes limitations of traditional methods by integrating a pre-trained CNN with advanced features. The model processes a functional connectivit…
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