Sae Kyu Lee

Minerva

Brandon Reagen, Paul N. Whatmough, Robert Adolf et al. · ACM SIGARCH Computer Architecture News · 2016 · 468 citations

Deep Neural Networks, Engineering, Machine Learning +13

Minerva: Enabling Low-Power, Highly-Accurate Deep Neural Network Accelerators

Brandon Reagen, Paul N. Whatmough, Robert Adolf et al. · 2016 · 238 citations

Engineering, Machine Learning, Hardware Algorithm +16

Ares

Brandon Reagen, Udit Gupta, Lillian Pentecost et al. · 2018 · 221 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Deep Neural Networks +13

14.3 A 28nm SoC with a 1.2GHz 568nJ/prediction sparse deep-neural-network engine with >0.1 timing error rate tolerance for IoT applications

Paul N. Whatmough, Sae Kyu Lee, Hyunkwang Lee et al. · 2017 · 168 citations

Datapath Logic, Error Rate Tolerance, Unnecessary Computations +21

Ares: A framework for quantifying the resilience of deep neural networks

Brandon Reagen, Udit Gupta, Lillian Pentecost et al. · 2018 55th ACM/ESDA/IEEE Design Automation Conference (DAC) · 2018 · 161 citations

Artificial Intelligence, Convolutional Neural Network, Deep Neural Networks +15