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Seller: GreatBookPricesUK, Woodford Green, United Kingdom
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Published by Taylor & Francis Ltd, 2020
ISBN 10: 0367656000 ISBN 13: 9780367656003
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Seller: Ria Christie Collections, Uxbridge, United Kingdom
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Buch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - This open access book discusses slow electronics , the study of devices processing signals with low frequencies. Computers have the remarkable ability to process data at high speeds, but they encounter difficulties when handling signals with low frequencies of less than ~100Hz. They unexpectedly require a substantial amount of energy. This poses a challenge for such as biomedical wearables and environmental monitors that need real-time processing of slow signals, especially in energy-limited 'edge environments with small batteries.One possible solution to this issue is event-driven processing, which entails the use of non-volatile memory to read/write data and parameters every time a slow (sporadic) signal is detected. However, this approach is highly energy-consuming and unsuitable for the edge environments. To address this challenge, the authors propose slow electronics by developing electronic devices and systems that can process low-frequency signals more efficiently. The biological brain is an excellent example of the slow electronics, as it processes low-frequency signals in real time with exceptional energy efficiency. The authors have employed reservoir computing with a spiking neural network (SNN) to simulate the learning and inference of the brain.The integration of slow electronics with SNN reservoir computing allows for real-time data processing in edge environments without an internet connection. This will reveal the determinism or periodicity behind unconscious behaviours and habits that have been difficult to explore due to privacy barriers thus far. Moreover, it may provide a more profound understanding of a craftsman's skills, which they may not even be aware of.This book emphasises the most recent concepts and technological developments in slow electronics. Discussion on the captivating subject of slow electronics are given by delving into the complexities of reservoir calculation, analogue CMOS circuits, artificial neuromorphic devices, and numerical simulation with extended time constants, paving the way for more people-friendly devices in the future.
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Language: English
Published by Taylor & Francis Group, 2019
ISBN 10: 1138710369 ISBN 13: 9781138710368
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Seller: GreatBookPricesUK, Woodford Green, United Kingdom
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Published by Taylor & Francis Group, 2019
ISBN 10: 1138710369 ISBN 13: 9781138710368
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Published by Taylor & Francis Group, 2019
ISBN 10: 1138710369 ISBN 13: 9781138710368
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Published by Taylor & Francis Ltd, London, 2019
ISBN 10: 1138710369 ISBN 13: 9781138710368
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Hardcover. Condition: new. Hardcover. In our abundant computing infrastructure, performance improvements across most all application spaces are now severely limited by the energy dissipation involved in processing, storing, and moving data. The exponential increase in the volume of data to be handled by our computational infrastructure is driven in large part by unstructured data from countless sources. This book explores revolutionary device concepts, associated circuits, and architectures that will greatly extend the practical engineering limits of energy-efficient computation from device to circuit to system level. With chapters written by international experts in their corresponding field, the text investigates new approaches to lower energy requirements in computing.Features Has a comprehensive coverage of various technologies Written by international experts in their corresponding field Covers revolutionary concepts at the device, circuit, and system levels This book investigates new approaches to lower energy requirement in computing and provides comprehensive coverage of various technologies that can help achieve this goal. Chapters are written by international experts in their corresponding field. Shipping may be from multiple locations in the US or from the UK, depending on stock availability.
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Published by Taylor & Francis Ltd, London, 2019
ISBN 10: 1138710369 ISBN 13: 9781138710368
Seller: AussieBookSeller, Truganina, VIC, Australia
Hardcover. Condition: new. Hardcover. In our abundant computing infrastructure, performance improvements across most all application spaces are now severely limited by the energy dissipation involved in processing, storing, and moving data. The exponential increase in the volume of data to be handled by our computational infrastructure is driven in large part by unstructured data from countless sources. This book explores revolutionary device concepts, associated circuits, and architectures that will greatly extend the practical engineering limits of energy-efficient computation from device to circuit to system level. With chapters written by international experts in their corresponding field, the text investigates new approaches to lower energy requirements in computing.Features Has a comprehensive coverage of various technologies Written by international experts in their corresponding field Covers revolutionary concepts at the device, circuit, and system levels This book investigates new approaches to lower energy requirement in computing and provides comprehensive coverage of various technologies that can help achieve this goal. Chapters are written by international experts in their corresponding field. Shipping may be from our Sydney, NSW warehouse or from our UK or US warehouse, depending on stock availability.
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