Hardware-aware neural architecture search for stochastic computing-based neural networks on tiny devices

Author:

Song Yuhong,Sha Edwin Hsing-Mean,Zhuge Qingfeng,Xu Rui,Xu Xiaowei,Li Bingzhe,Yang Lei

Funder

National Natural Science Foundation of China

Science and Technology Commission of Shanghai Municipality

Publisher

Elsevier BV

Subject

Hardware and Architecture,Software

Reference27 articles.

1. A framework for evaluating barriers to the democratization of artificial intelligence;Garvey,2018

2. Hat: Hardware-aware transformers for efficient natural language processing;Wang,2020

3. Resource-efficient machine learning in 2 kb ram for the internet of things;Kumar,2017

4. Mcunet: Tiny deep learning on iot devices;Lin;Adv. Neural Inf. Process. Syst.,2020

5. Stochastic computing systems;Gaines,1969

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