Non-Volatile In-Memory Computing by Spintronics
Book Details
Format
Paperback / Softback
ISBN-10
3031009045
ISBN-13
9783031009044
Publisher
Springer International Publishing AG
Imprint
Springer International Publishing AG
Country of Manufacture
GB
Country of Publication
GB
Publication Date
Dec 2nd, 2016
Print length
147 Pages
Ksh 8,100.00
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Exa-scale computing needs to re-examine the existing hardware platform that can support intensive data-oriented computing. As a result, by utilizing spintronics, in-memory-based computing has been applied for data encryption and machine learning.
Exa-scale computing needs to re-examine the existing hardware platform that can support intensive data-oriented computing. Since the main bottleneck is from memory, we aim to develop an energy-efficient in-memory computing platform in this book. First, the models of spin-transfer torque magnetic tunnel junction and racetrack memory are presented. Next, we show that the spintronics could be a candidate for future data-oriented computing for storage, logic, and interconnect. As a result, by utilizing spintronics, in-memory-based computing has been applied for data encryption and machine learning. The implementations of in-memory AES, Simon cipher, as well as interconnect are explained in details. In addition, in-memory-based machine learning and face recognition are also illustrated in this book.
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