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Statistical Modeling of Soft Error Influence on Neural Networks

Statistical Modeling of Soft Error Influence on Neural Networks

12 October 2022
Haitong Huang
Xing-xiong Xue
Cheng Liu
Ying Wang
Tao Luo
Long Cheng
Huawei Li
Xiaowei Li
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Papers citing "Statistical Modeling of Soft Error Influence on Neural Networks"

5 / 5 papers shown
Title
MRFI: An Open Source Multi-Resolution Fault Injection Framework for
  Neural Network Processing
MRFI: An Open Source Multi-Resolution Fault Injection Framework for Neural Network Processing
Haitong Huang
Cheng Liu
Bo Liu
Xing-xiong Xue
Huawei Li
Xiaowei Li
30
1
0
20 Jun 2023
Winograd Convolution: A Perspective from Fault Tolerance
Winograd Convolution: A Perspective from Fault Tolerance
Xing-xiong Xue
Haitong Huang
Cheng Liu
Ying Wang
Tao Luo
L. Zhang
47
13
0
17 Feb 2022
AI Accelerator Survey and Trends
AI Accelerator Survey and Trends
Albert Reuther
Peter Michaleas
Michael Jones
V. Gadepally
S. Samsi
J. Kepner
45
79
0
18 Sep 2021
Robust Machine Learning Systems: Challenges, Current Trends,
  Perspectives, and the Road Ahead
Robust Machine Learning Systems: Challenges, Current Trends, Perspectives, and the Road Ahead
Muhammad Shafique
Mahum Naseer
T. Theocharides
C. Kyrkou
O. Mutlu
Lois Orosa
Jungwook Choi
OOD
78
100
0
04 Jan 2021
FTT-NAS: Discovering Fault-Tolerant Convolutional Neural Architecture
FTT-NAS: Discovering Fault-Tolerant Convolutional Neural Architecture
Xuefei Ning
Guangjun Ge
Wenshuo Li
Zhenhua Zhu
Yin Zheng
Xiaoming Chen
Zhen Gao
Yu Wang
Huazhong Yang
37
24
0
20 Mar 2020
1