The Impact of Precision Bitwidth on the Soft Error Reliability of the MobileNet Network

Author:

Abich Geancarlo,Reis Ricardo,Ost Luciano

Publisher

IEEE

Reference16 articles.

1. Soft Error Reliability Assessment of Neural Networks on Resource-constrained IoT Devices

2. Cmsis-nn: Efficient neural network kernels for arm cortex-m cpus;lai;arXiv preprint arXiv 1801 06601,2018

3. MobileNets: Efficient convolutional neural networks for mobile vision applications;howard;arXiv preprint arXiv 1704 04861,2017

4. Non-intrusive Fault Injection Techniques for Efficient Soft Error Vulnerability Analysis

5. Quantitative evaluation of soft error injection techniques for robust system design

Cited by 2 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. Soft Error Reliability Assessment of ML Inference Models Executing on Resource-Constrained IoT Edge Devices;Synthesis Lectures on Engineering, Science, and Technology;2023

2. Introduction;Synthesis Lectures on Engineering, Science, and Technology;2023

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