Special Session: Approximation and Fault Resiliency of DNN Accelerators-Reference-Cited by-同舟云学术

Special Session: Approximation and Fault Resiliency of DNN Accelerators

Published:2023-04-24 Issue: Volume: Page:
ISSN:
Container-title:2023 IEEE 41st VLSI Test Symposium (VTS)
language:
Short-container-title:

Author:

Ahmadilivani Mohammad Hasan¹,Barbareschi Mario²,Barone Salvatore²,Bosio Alberto³,Daneshtalab Masoud⁴,Torca Salvatore Della²,Gavarini Gabriele⁵,Jenihhin Maksim¹,Raik Jaan¹,Ruospo Annachiara⁵,Sanchez Ernesto⁵,Taheri Mahdi¹

Affiliation:

1. Tallinn University of Technology,Tallinn,Estonia

2. University of Naples Federico II,Naples,Italy

3. Ecole Centrale de Lyon,Lyon,France

4. Mälardalen University,Västerås,Sweden

5. Politecnico di Torino,Torino,Italy

Funder

European Social Fund

Publisher

IEEE

Link

http://xplorestaging.ieee.org/ielx7/10139918/10139926/10140043.pdf?arnumber=10140043

Reference47 articles.

1. DeepAxe: A Framework for Exploration of Approximation and Reliability Trade-offs in DNN Accelerators

2. EvoApprox8b: Library of Approximate Adders and Multipliers for Circuit Design and Benchmarking of Approximation Methods

3. Investigating the Impact of Radiation-Induced Soft Errors on the Reliability of Approximate Computing Systems

4. SHIELDeNN: Online Accelerated Framework for Fault-Tolerant Deep Neural Network Architectures

5. Pros and Cons of Fault Injection Approaches for the Reliability Assessment of Deep Neural Networks

Cited by 11 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. Transfer Adversarial Attacks through Approximate Computing;Proceedings of the 19th International Conference on Availability, Reliability and Security;2024-07-30

2. Fault Sensitivity Analysis of Printed Bespoke Multilayer Perceptron Classifiers;2024 IEEE European Test Symposium (ETS);2024-05-20

3. Approximate Fault-Tolerant Neural Network Systems;2024 IEEE European Test Symposium (ETS);2024-05-20

4. AdAM: Adaptive Fault-Tolerant Approximate Multiplier for Edge DNN Accelerators;2024 IEEE European Test Symposium (ETS);2024-05-20

5. FPGA approximate logic synthesis through catalog-based AIG-rewriting technique;Journal of Systems Architecture;2024-05