Non-Volatile In-Memory Computing by Spintronics

von Hao Yu, Leibin Ni, Yuhao Wang

147 Seiten, Taschenbuch

Kurzbeschreibung des Verlags

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.

• Reihe: Synthesis Lectures on Emerging Engineering Technologies
• Themen: Technologie, Ingenieurswissenschaft, Landwirtschaft, Industrieprozesse Technologie, allgemein Ingenieurswesen, Maschinenbau allgemein
• ISBN: 9783031009044
• Sprache: Englisch
• Erscheinungsdatum: 02.12.2016
• Größe: 23.5 x 19.1 cm
• Verlag: Springer International Publishing