Statistical Modeling of Soft Error Influence on Neural Networks

Author:

Huang Haitong1ORCID,Xue Xinghua1ORCID,Liu Cheng1ORCID,Wang Ying1ORCID,Luo Tao2ORCID,Cheng Long3ORCID,Li Huawei1ORCID,Li Xiaowei1ORCID

Affiliation:

1. State Key Laboratory of Processors, Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China

2. Institute of High Performance Computing, A*STAR, Singapore

3. School of Control and Computer Engineering, North China Electric Power University, Beijing, China

Funder

National Natural Science Foundation of China

National Key Research and Development Program of China

Singapore Government’s Research, Innovation and Enterprise 2020 Plan

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Computer Graphics and Computer-Aided Design,Software

Cited by 4 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Error-Tolerance-Aware Write-Energy Reduction of MTJ-Based Quantized Neural Network Hardware;IEICE Transactions on Information and Systems;2024-08-01

2. MRFI: An Open-Source Multiresolution Fault Injection Framework for Neural Network Processing;IEEE Transactions on Very Large Scale Integration (VLSI) Systems;2024-07

3. Exploring the Behavior of Soft-Error Rate Reduction Algorithms in Digital Circuits;2024 International Conference on Optimization Computing and Wireless Communication (ICOCWC);2024-01-29

4. An Improved YOLOv3-Based Method for Immature Apple Detection;IECE Transactions on Internet of Things;2023-06-12

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