47 citations · 102 across the 12 of their papers we have counts for
37 papers
Hypervector Design for Efficient Hyperdimensional Computing on Edge Devices
Toygun Basaklar, Yigit Tuncel, Shruti Yadav Narayana +2
Hyperdimensional computing (HDC) has emerged as a new light-weight learning algorithm with smaller computation and energy requirements compared to conventional techniques. In HDC,…
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…
Tuning an H-Infinity Controller with a Given Order and a Structure for Interconnected Systems with Delays
Suat Gumussoy, Wim Michiels
An eigenvalue based framework is developed for the H-infinity norm analysis and its norm minimization of coupled systems with time-delays, which are naturally described by delay di…
An Online Learning Methodology for Performance Modeling of Graphics Processors
Ujjwal Gupta, Manoj Babu, Raid Ayoub +4
Approximately 18 percent of the 3.2 million smartphone applications rely on integrated graphics processing units (GPUs) to achieve competitive performance. Graphics performance, ty…
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…
Fixed-Order H-infinity Optimization of Time-Delay Systems
Suat Gumussoy, Wim Michiels
H-infinity controllers are frequently used in control theory due to their robust performance and stabilization. Classical H-infinity controller synthesis methods for finite dimensi…