10 citations · 10 across the 3 of their papers we have counts for
6 papers
Transfer Learning for Human Activity Recognition using Representational Analysis of Neural Networks
Sizhe An, Ganapati Bhat, Suat Gumussoy +1
Human activity recognition (HAR) research has increased in recent years due to its applications in mobile health monitoring, activity recognition, and patient rehabilitation. The t…
Analysis and Control of Power-Temperature Dynamics in Heterogeneous Multiprocessors
Ganapati Bhat, Suat Gumussoy, Umit Y. Ogras
Virtually all electronic systems try to optimize a fundamental trade-off between higher performance and lower power consumption. The latter becomes critical in mobile computing sys…
An Energy-Aware Online Learning Framework for Resource Management in Heterogeneous Platforms
Sumit K. Mandal, Ganapati Bhat, Janardhan Rao Doppa +2
Mobile platforms must satisfy the contradictory requirements of fast response time and minimum energy consumption as a function of dynamically changing applications. To address thi…
Power and Thermal Analysis of Commercial Mobile Platforms: Experiments and Case Studies
Ganapati Bhat, Suat Gumussoy, Umit Y. Ogras
State-of-the-art mobile processors can deliver fast response time and high throughput to maximize the user experience. However, high performance comes at the expense of larger powe…
OpenHealth: Open Source Platform for Wearable Health Monitoring
Ganapati Bhat, Ranadeep Deb, Umit Y. Ogras
Movement disorders are becoming one of the leading causes of functional disability due to aging populations and extended life expectancy. Wearable health monitoring is emerging as…
Online Human Activity Recognition using Low-Power Wearable Devices
Ganapati Bhat, Ranadeep Deb, Vatika Vardhan Chaurasia +2
Human activity recognition~(HAR) has attracted significant research interest due to its applications in health monitoring and patient rehabilitation. Recent research on HAR focuses…