39 citations · 130 across the 7 of their papers we have counts for
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cs.ET2026
NN-Based Transistor Modeling for Ultra-Fast SPICE Simulation and Standard Cell Library Characterization
Rodion Novkin, Hussam Amrouch
Neural network (NN)-based transistor models have proven to be a promising solution to accelerate device modeling. Although these models demonstrated remarkable speedup in circuit s…
cs.ET2022★ 13 cited
Brain-Inspired Hyperdimensional Computing: How Thermal-Friendly for Edge Computing?
Paul R. Genssler, Austin Vas, Hussam Amrouch
Brain-inspired hyperdimensional computing (HDC) is an emerging machine learning (ML) methods. It is based on large vectors of binary or bipolar symbols and a few simple mathematica…
cs.ET2022★ 24 cited
HW/SW Co-design for Reliable TCAM-based In-memory Brain-inspired Hyperdimensional Computing
Simon Thomann, Paul R. Genssler, Hussam Amrouch
Brain-inspired hyperdimensional computing (HDC) is continuously gaining remarkable attention. It is a promising alternative to traditional machine-learning approaches due to its ab…