42 citations · 202 across the 30 of their papers we have counts for
4 papers · 1 filter
DAS: Dynamic Adaptive Scheduling for Energy-Efficient Heterogeneous SoCs
A. Alper Goksoy, Anish Krishnakumar, Md Sahil Hassan +4
Domain-specific systems-on-chip (DSSoCs) aim at bridging the gap between application-specific integrated circuits (ASICs) and general-purpose processors. Traditional operating syst…
Impact of On-Chip Interconnect on In-Memory Acceleration of Deep Neural Networks
Gokul Krishnan, Sumit K. Mandal, Chaitali Chakrabarti +3
With the widespread use of Deep Neural Networks (DNNs), machine learning algorithms have evolved in two diverse directions -- one with ever-increasing connection density for better…
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,…
ECO: Enabling Energy-Neutral IoT Devices through Runtime Allocation of Harvested Energy
Yigit Tuncel, Ganapati Bhat, Jaehyun Park +1
Energy harvesting offers an attractive and promising mechanism to power low-energy devices. However, it alone is insufficient to enable an energy-neutral operation, which can elimi…