3 papers
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…
eess.IV2024
Enhancing Alzheimer's Disease Prediction: A Novel Approach to Leveraging GAN-Augmented Data for Improved CNN Model Accuracy
Akshay Sunkara, Rajiv Morthala, Anav Jain +2
Alzheimer's Disease (AD) is a neurodegenerative disease affecting millions of individuals across the globe. As the prevalence of this disease continues to rise, early diagnosis is…
cs.RO2024
Agonist-Antagonist Pouch Motors: Bidirectional Soft Actuators Enhanced by Thermally Responsive Peltier Elements
Trevor Exley, Rashmi Wijesundara, Nathan Tan +7
In this study, we introduce a novel Mylar-based pouch motor design that leverages the reversible actuation capabilities of Peltier junctions to enable agonist-antagonist muscle mim…