Deep Learning on Mobile Devices With Neural Processing Units

Tianxiang Tan, Guohong Cao

Research output: Contribution to specialist publicationArticle

2 Scopus citations

Abstract

Although deep neural networks (DNNs) can require less processing time when running on neural processing units (NPUs) instead of CPUs, their accuracy can degrade. We point out three research directions to improve DNN performance on mobile devices with NPUs.

Original languageEnglish (US)
Pages48-57
Number of pages10
Volume56
No8
Specialist publicationComputer
DOIs
StatePublished - Aug 1 2023

All Science Journal Classification (ASJC) codes

  • General Computer Science

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