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Yu / Ni / Wang

Non-Volatile In-Memory Computing by Spintronics

Medium: Buch
ISBN: 978-3-031-00904-4
Verlag: Springer
Erscheinungstermin: 02.12.2016
Lieferfrist: bis zu 10 Tage

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.


Produkteigenschaften


  • Artikelnummer: 9783031009044
  • Medium: Buch
  • ISBN: 978-3-031-00904-4
  • Verlag: Springer
  • Erscheinungstermin: 02.12.2016
  • Sprache(n): Englisch
  • Auflage: Erscheinungsjahr 2016
  • Serie: Synthesis Lectures on Emerging Engineering Technologies
  • Produktform: Kartoniert, Paperback
  • Gewicht: 320 g
  • Seiten: 147
  • Format (B x H x T): 191 x 235 x 10 mm
  • Ausgabetyp: Kein, Unbekannt
Autoren/Hrsg.

Autoren

Preface.- Acknowledgments.- Introduction.- Non-volatile Spintronic Device and Circuit.- In-memory Data Encryption.- In-memory Data Analytics.- Authors' Biographies .