On the Resilience of RTL NN Accelerators: Fault Characterization and Mitigation

14 June 2018

Papers citing "On the Resilience of RTL NN Accelerators: Fault Characterization and Mitigation"

9 / 9 papers shown

Title
A Survey on Failure Analysis and Fault Injection in AI Systems Guangba Yu Gou Tan Haojia Huang Zhenyu Zhang Pengfei Chen Roberto Natella Zibin Zheng 34 3 0 28 Jun 2024
A Systematic Literature Review on Hardware Reliability Assessment Methods for Deep Neural Networks Mohammad Hasan Ahmadilivani Mahdi Taheri J. Raik Masoud Daneshtalab M. Jenihhin 35 25 0 09 May 2023
Fault-Tolerant Deep Learning: A Hierarchical Perspective Cheng Liu Zhen Gao Siting Liu Xuefei Ning Huawei Li Xiaowei Li 38 9 0 05 Apr 2022
Analyzing and Improving Fault Tolerance of Learning-Based Navigation Systems Zishen Wan Aqeel Anwar Yu-Shun Hsiao Tianyu Jia Vijay Janapa Reddi A. Raychowdhury AAML 37 30 0 09 Nov 2021
Random and Adversarial Bit Error Robustness: Energy-Efficient and Secure DNN Accelerators David Stutz Nandhini Chandramoorthy Matthias Hein Bernt Schiele AAML MQ 20 18 0 16 Apr 2021
Artificial Neural Networks and Fault Injection Attacks Shahin Tajik F. Ganji SILM 11 10 0 17 Aug 2020
FT-CNN: Algorithm-Based Fault Tolerance for Convolutional Neural Networks Kai Zhao Sheng Di Sihuan Li Xin Liang Yujia Zhai Jieyang Chen Kaiming Ouyang Franck Cappello Zizhong Chen 17 80 0 27 Mar 2020
ML-based Fault Injection for Autonomous Vehicles: A Case for Bayesian Fault Injection Saurabh Jha Subho Sankar Banerjee Timothy Tsai S. Hari Michael B. Sullivan Zbigniew T. Kalbarczyk S. Keckler R. Iyer 27 120 0 01 Jul 2019
NetAdapt: Platform-Aware Neural Network Adaptation for Mobile Applications Tien-Ju Yang Andrew G. Howard Bo Chen Xiao Zhang Alec Go Mark Sandler Vivienne Sze Hartwig Adam 90 515 0 09 Apr 2018