2 papers
cs.LG2024
Auto Detecting Cognitive Events Using Machine Learning on Pupillary Data
Quang Dang, Murat Kucukosmanoglu, Michael Anoruo +3
Assessing cognitive workload is crucial for human performance as it affects information processing, decision making, and task execution. Pupil size is a valuable indicator of cogni…
eess.SP2024
Cognitive Networks and Performance Drive fMRI-Based State Classification Using DNN Models
Murat Kucukosmanoglu, Javier O. Garcia, Justin Brooks +1
Deep neural network (DNN) models have demonstrated impressive performance in various domains, yet their application in cognitive neuroscience is limited due to their lack of interp…