Non-volatile In-memory Computing by Spintronics - Brossura

Yu, Hao; Ni, Leibin; Wang, Yuhao

Brossura

ISBN 10: 1627052941 ISBN 13: 9781627052948

Casa editrice: Morgan & Claypool, 2016

Riassunto

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.

Dettagli dell?edizione

• Editore: Morgan & Claypool
• Data di pubblicazione: 2016
• ISBN 10: 1627052941
• ISBN 13: 9781627052948
• Rilegatura: Copertina flessibile
• Lingua: Inglese
• Numero di pagine: 161
• Redattore: Iniewski Kris
• Contatto del produttore: non disponibile