03407nam 22007095 450 991080851170332120230120112605.03-031-02032-410.1007/978-3-031-02032-2(CKB)5580000000323926(DE-He213)978-3-031-02032-2(MiAaPQ)EBC4764785(EXLCZ)99558000000032392620220601d2017 u| 0engurnn|008mamaatxtrdacontentcrdamediacrrdacarrierNon-Volatile In-Memory Computing by Spintronics[electronic resource] /by Hao Yu, Leibin Ni, Yuhao Wang1st ed. 2017.Cham :Springer International Publishing :Imprint: Springer,2017.1 online resource (XIII, 147 p.) Synthesis Lectures on Emerging Engineering Technologies,2381-14393-031-00904-5 Preface -- Acknowledgments -- Introduction -- Non-volatile Spintronic Device and Circuit -- In-memory Data Encryption -- In-memory Data Analytics -- Authors' Biographies .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.Synthesis Lectures on Emerging Engineering Technologies,2381-1439EngineeringElectrical engineeringElectronic circuitsComputersMaterials scienceSurfaces (Technology)Thin filmsTechnology and EngineeringElectrical and Electronic EngineeringElectronic Circuits and SystemsComputer HardwareMaterials ScienceSurfaces, Interfaces and Thin FilmEngineering.Electrical engineering.Electronic circuits.Computers.Materials science.Surfaces (Technology).Thin films.Technology and Engineering.Electrical and Electronic Engineering.Electronic Circuits and Systems.Computer Hardware.Materials Science.Surfaces, Interfaces and Thin Film.620Yu Haoauthttp://id.loc.gov/vocabulary/relators/aut999569Ni Leibinauthttp://id.loc.gov/vocabulary/relators/autWang Yuhaoauthttp://id.loc.gov/vocabulary/relators/autBOOK9910808511703321Non-volatile in-memory computing by spintronics2965167UNINA