非易失性存储器
电阻随机存取存储器
记忆电阻器
计算机科学
神经形态工程学
半导体存储器
相变存储器
计算机体系结构
非易失性随机存取存储器
嵌入式系统
内存刷新
计算机存储器
电气工程
计算机硬件
纳米技术
材料科学
工程类
电压
图层(电子)
机器学习
人工神经网络
标识
DOI:10.1016/j.sse.2016.07.006
摘要
Abstract This paper will review emerging non-volatile memory (NVM) technologies, with the focus on phase change memory (PCM), spin-transfer-torque random-access-memory (STTRAM), resistive random-access-memory (RRAM), and ferroelectric field-effect-transistor (FeFET) memory. These promising NVM devices are evaluated in terms of their advantages, challenges, and applications. Their performance is compared based on reported parameters of major industrial test chips. Memory selector devices and cell structures are discussed. Changing market trends toward low power ( e.g. , mobile, IoT) and data-centric applications create opportunities for emerging NVMs. High-performance and low-cost emerging NVMs may simplify memory hierarchy, introduce non-volatility in logic gates and circuits, reduce system power, and enable novel architectures. Storage-class memory (SCM) based on high-density NVMs could fill the performance and density gap between memory and storage. Some unique characteristics of emerging NVMs can be utilized for novel applications beyond the memory space, e.g. , neuromorphic computing, hardware security, etc . In the beyond-CMOS era, emerging NVMs have the potential to fulfill more important functions and enable more efficient, intelligent, and secure computing systems.
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