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Non-Volatile In-Memory Computing by Spintronics
Hao Yu
Non-Volatile In-Memory Computing by Spintronics
Hao Yu
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.
Media | Books Paperback Book (Book with soft cover and glued back) |
Released | December 2, 2016 |
ISBN13 | 9781627052948 |
Publishers | Morgan & Claypool Publishers |
Pages | 161 |
Dimensions | 191 × 235 × 9 mm · 290 g |
Language | English |