3 papers
cs.LG2026
Pupillometry and Brain Dynamics for Cognitive Load in Working Memory
Nusaibah Farrukh, Malavika Pradeep, Akshay Sasi +2
Cognitive load, the mental effort required during working memory, is central to neuroscience, psychology, and human-computer interaction. Accurate assessment is vital for adaptive…
cs.LG2026
Cross-Modal Computational Model of Brain-Heart Interactions via HRV and EEG Feature
Malavika Pradeep, Akshay Sasi, Nusaibah Farrukh +2
The electroencephalogram (EEG) has been the gold standard for quantifying mental workload; however, due to its complexity and non-portability, it can be constraining. ECG signals,…
cs.LG2026
Unveiling the Heart-Brain Connection: An Analysis of ECG in Cognitive Performance
Akshay Sasi, Malavika Pradeep, Nusaibah Farrukh +2
Understanding the interaction of neural and cardiac systems during cognitive activity is critical to advancing physiological computing. Although EEG has been the gold standard for…