Ultra-Low-Power Processors

David Brooks, John Sartori

Research output: Contribution to journalReview article

1 Scopus citations

Abstract

Society's increasing use of connected sensing and wearable computing has created robust demand for ultra-low-power (ULP) edge computing devices and associated system-on-chip (SoC) architectures. In fact, the ubiquity of ULP processing has already made such embedded devices the highest-volume processor part in production, with an even greater dominance expected in the near future. The Internet of Everything calls for an embedded processor in every object, necessitating billions or trillions of processors. At the same time, the explosion of data generated from these devices, in conjunction with the traditional model of using cloud-based services to process the data, will place tremendous demands on limited wireless spectrum and energy-hungry wireless networks. Smart, ULP edge devices are the only viable option that can meet these demands.

Original languageEnglish (US)
Article number8119709
Pages (from-to)16-19
Number of pages4
JournalIEEE Micro
Volume37
Issue number6
DOIs
StatePublished - Nov 1 2017

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Keywords

  • Internet of Things
  • beyond-CMOS
  • cognitive computing
  • convolutional neural network
  • edge computing device
  • flying IoT
  • security
  • stochastic computing
  • system on chip
  • ultra-low power
  • visual IoT

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