Non-Volatile In-Memory Computing by Spintronics (Synthesis Lectures on Emerging Engineering Technologies)

Yu, Hao/ Ni, Leibin/ Wang, Yuhao

Springer International Publishing AG（2016/12発売）

• 製本 Paperback:紙装版/ペーパーバック版／ページ数 147 p.
• 言語 ENG
• 商品コード 9783031009044

Full Description

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.

Contents

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