4 papers
Large deviations principle for sub-Riemannian random walks
Maria Gordina, Tai Melcher, Dan Mikulincer +1
We study large deviations for random walks on stratified (Carnot) Lie groups. For such groups, there is a natural collection of vectors which generates their Lie algebra, and we co…
Characteristic time of transient response of solid oxide cells (SOCs) to changes in voltage/current: from theory to applications
Zhaojian Liang, Jingyi Wang, Liang An +3
The intermittency of solar and wind power can be addressed by integrating them with Solid Oxide Cells (SOCs). This study delves into the transient characteristics of SOCs and their…
Neural, Muscular, and Perceptual responses with shoulder exoskeleton use over Days
Tiash Rana Mukherjee, Oshin Tyagi, Jingkun Wang +2
Passive shoulder exoskeletons have been widely introduced in the industry to aid upper extremity movements during repetitive overhead work. As an ergonomic intervention, it is impo…
Early-Exit with Class Exclusion for Efficient Inference of Neural Networks
Jingcun Wang, Bing Li, Grace Li Zhang
Deep neural networks (DNNs) have been successfully applied in various fields. In DNNs, a large number of multiply-accumulate (MAC) operations are required to be performed, posing c…