Non-Volatile In-Memory Computing by Spintronics - Couverture souple

Yu, Hao; Ni, Leibin; Wang, Yuhao

 
9783031009044: Non-Volatile In-Memory Computing by Spintronics

Synopsis

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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Autres éditions populaires du même titre

9781627052948: Non-volatile In-memory Computing by Spintronics

Edition présentée

ISBN 10 :  1627052941 ISBN 13 :  9781627052948
Editeur : Morgan and Claypool Life Sciences, 2016
Couverture souple