Circuits and Systems Advances in Near Threshold Computing

Modern society is witnessing a sea change in ubiquitous computing, in which people have embraced computing systems as an indispensable part of day-to-day existence. Computation, storage, and communication abilities of smartphones, for example, have undergone monumental changes over the past decade....

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Year of Publication:2021
Language:English
Physical Description:1 electronic resource (120 p.)
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spelling Roy, Sanghamitra edt
Circuits and Systems Advances in Near Threshold Computing
Basel, Switzerland MDPI - Multidisciplinary Digital Publishing Institute 2021
1 electronic resource (120 p.)
text txt rdacontent
computer c rdamedia
online resource cr rdacarrier
Modern society is witnessing a sea change in ubiquitous computing, in which people have embraced computing systems as an indispensable part of day-to-day existence. Computation, storage, and communication abilities of smartphones, for example, have undergone monumental changes over the past decade. However, global emphasis on creating and sustaining green environments is leading to a rapid and ongoing proliferation of edge computing systems and applications. As a broad spectrum of healthcare, home, and transport applications shift to the edge of the network, near-threshold computing (NTC) is emerging as one of the promising low-power computing platforms. An NTC device sets its supply voltage close to its threshold voltage, dramatically reducing the energy consumption. Despite showing substantial promise in terms of energy efficiency, NTC is yet to see widescale commercial adoption. This is because circuits and systems operating with NTC suffer from several problems, including increased sensitivity to process variation, reliability problems, performance degradation, and security vulnerabilities, to name a few. To realize its potential, we need designs, techniques, and solutions to overcome these challenges associated with NTC circuits and systems. The readers of this book will be able to familiarize themselves with recent advances in electronics systems, focusing on near-threshold computing.
English
Technology: general issues bicssc
machine learning
neural networks
gait analysis
embedded system
NTV
NTC
low-power
low-voltage memory and clocking circuits
minimum-energy design
power-performance
resilient adaptive computing
edge devices
power management
energy efficiency
near-threshold computing (NTC)
deep neural network (DNN)
accelerators
timing error
AI
tensor processing unit (TPU)
multiply and accumulate (MAC)
reliability
Near-Threshold Computing
functional unit
performance optimization
cross-layer optimization
3-0365-0720-5
3-0365-0721-3
Roy, Sanghamitra oth
language English
format eBook
author2 Roy, Sanghamitra
author_facet Roy, Sanghamitra
author2_variant s r sr
author2_role Sonstige
title Circuits and Systems Advances in Near Threshold Computing
spellingShingle Circuits and Systems Advances in Near Threshold Computing
title_full Circuits and Systems Advances in Near Threshold Computing
title_fullStr Circuits and Systems Advances in Near Threshold Computing
title_full_unstemmed Circuits and Systems Advances in Near Threshold Computing
title_auth Circuits and Systems Advances in Near Threshold Computing
title_new Circuits and Systems Advances in Near Threshold Computing
title_sort circuits and systems advances in near threshold computing
publisher MDPI - Multidisciplinary Digital Publishing Institute
publishDate 2021
physical 1 electronic resource (120 p.)
isbn 3-0365-0720-5
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illustrated Not Illustrated
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is_hierarchy_title Circuits and Systems Advances in Near Threshold Computing
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