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Nonvolatile Circuits-Devices Interaction for Memory, Logic and Artificial Intelligence

机译:非易失性电路-用于存储器,逻辑和人工智能的设备交互

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Emerging nonvolatile memory (eNVM) have aroused extensive attention due to their low power and high speed. Recent advances have further moved eNVM to the forefront as key enablers of nonvolatile logics (nvLogics) for IoT devices and computing-in-memory (CIM) for AI chips. In this paper, we firstly examine the circuit-device-interaction (CDI) issues to implement high-performance memory macro. Then we review examples of emerging eNVM-based nvLogics for nonvolatile processors and CIM macro for AI chips with an emphasis on the challenges required CDI.
机译:新兴的非易失性存储器(eNVM)由于其低功耗和高速度而引起了广泛的关注。最新的进展将eNVM进一步推向了最前沿,成为IoT设备的非易失性逻辑(nvLogics)和AI芯片的内存计算(CIM)的关键支持者。在本文中,我们首先研究实现高性能存储器宏的电路设备交互(CDI)问题。然后,我们回顾了新兴的基于eNVM的非易失性处理器和AI芯片的CIM宏示例,重点介绍了CDI所面临的挑战。

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