Non-Volatile In-Memory Computing by Spintronics PDF
by Hao Yu, Leibin Ni, Yuhao Wang
Part of the Synthesis Lectures on Emerging Engineering Technologies series
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.
Information
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Download - Immediately Available
- Format:PDF
- Publisher:Springer International Publishing
- Publication Date:31/05/2022
- Category:
- ISBN:9783031020322
Other Formats
- Paperback / softback from £44.99
Information
-
Download - Immediately Available
- Format:PDF
- Publisher:Springer International Publishing
- Publication Date:31/05/2022
- Category:
- ISBN:9783031020322
