Non-Volatile In-Memory Computing by Spintronics
- ISBN-10
- 3031020324
- ISBN-13
- 9783031020322
- Category
- Technology & Engineering
- Pages
- 147
- Language
- English
- Published
- 2022-05-31
- Publisher
- Springer Nature
- Authors
- Hao Yu, Yuhao Wang, Leibin Ni
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.
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Other editions
-
- 2016-12-02
- 161 pages
- Ebook
- Morgan & Claypool Publishers
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