Functional Error Correction for Robust Neural Networks

12 January 2020

Papers citing "Functional Error Correction for Robust Neural Networks"

6 / 6 papers shown

Title
Characterizing Soft-Error Resiliency in Arm's Ethos-U55 Embedded Machine Learning Accelerator Abhishek Tyagi Reiley Jeyapaul Chuteng Zhu Paul N. Whatmough Yuhao Zhu 24 0 0 14 Apr 2024
Effect of Batch Normalization on Noise Resistant Property of Deep Learning Models Omobayode Fagbohungbe Lijun Qian 24 10 0 15 May 2022
Impact of Learning Rate on Noise Resistant Property of Deep Learning Models Omobayode Fagbohungbe Lijun Qian 29 3 0 08 May 2022
Impact of L1 Batch Normalization on Analog Noise Resistant Property of Deep Learning Models Omobayode Fagbohungbe Lijun Qian 35 0 0 07 May 2022
RA-BNN: Constructing Robust & Accurate Binary Neural Network to Simultaneously Defend Adversarial Bit-Flip Attack and Improve Accuracy Adnan Siraj Rakin Li Yang Jingtao Li Fan Yao C. Chakrabarti Yu Cao Jae-sun Seo Deliang Fan AAML MQ 31 25 0 22 Mar 2021
Benchmarking Inference Performance of Deep Learning Models on Analog Devices Omobayode Fagbohungbe Lijun Qian 24 7 0 24 Nov 2020