2 papers
cs.LG2026
Cognitive Energy Modeling for Neuroadaptive Human-Machine Systems using EEG and WGAN-GP
Sriram Sattiraju, Vaibhav Gollapalli, Aryan Shah +1
Electroencephalography (EEG) provides a non-invasive insight into the brain's cognitive and emotional dynamics. However, modeling how these states evolve in real time and quantifyi…
cs.NE2024
A Comprehensive Comparison Between ANNs and KANs For Classifying EEG Alzheimer's Data
Akshay Sunkara, Sriram Sattiraju, Aakarshan Kumar +2
Alzheimer's Disease is an incurable cognitive condition that affects thousands of people globally. While some diagnostic methods exist for Alzheimer's Disease, many of these method…