40 citations · 239 across the 24 of their papers we have counts for
Showing 2023Show all
2 papers · 1 filter
eess.SY2023★ 2 cited
Logic Design of Neural Networks for High-Throughput and Low-Power Applications
Kangwei Xu, Grace Li Zhang, Ulf Schlichtmann +1
Neural networks (NNs) have been successfully deployed in various fields. In NNs, a large number of multiplyaccumulate (MAC) operations need to be performed. Most existing digital h…
cs.LG2023★ 10 cited
MLonMCU: TinyML Benchmarking with Fast Retargeting
Philipp van Kempen, Rafael Stahl, Daniel Mueller-Gritschneder +1
While there exist many ways to deploy machine learning models on microcontrollers, it is non-trivial to choose the optimal combination of frameworks and targets for a given applica…