Modeling and predicting transistor aging under workload dependency using machine learning

PR Genssler, HE Barkam, K Pandaram… - … on Circuits and …, 2023 - ieeexplore.ieee.org
The pivotal issue of reliability is one of the major concerns for circuit designers. The driving
force is transistor aging, dependent on operating voltage and workload. At the design time, it …

E3HDC: Energy Efficient Encoding for Hyper-Dimensional Computing on Edge Devices

MS Roodsari, J Krautter, V Meyers… - 2024 34th International …, 2024 - ieeexplore.ieee.org
Hyper-Dimensional Computing (HDC) as a brain-inspired computational model for cognitive
tasks is suitable for edge devices due to its hardware-friendly and fault-resistant …