Measurement and Analysis of Multistate Ferroelectric Transistors in 28 nm CMOS Process

IF 2.4 3区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC
Sayma Nowshin Chowdhury;Alex L. Mazzoni;Xiaohang Zhang;Andreu L. Glasmann;Halid Mulaosmanovic;Stefan Dünkel;Gunda Beernink;Sven Beyer;Sina Najmaei;Sahil Shah
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引用次数: 0

Abstract

Ferroelectric field-effect transistors (FeFETs) are strong candidates for synaptic devices in neuromorphic and in-memory computing due to their multi-level programmability, non-volatility, and complementary metal-oxide-semiconductor (CMOS) compatibility. In this work, we experimentally demonstrate multi-bit operation of FeFET synapses integrated on GlobalFoundries’ 28nm CMOS process. Specifically, the work uses an incremental pulsing scheme, showing stable access to intermediate polarization states and long-term retention. We further examine the role of device size, read-out gate voltage, and array topology as fundamental design trade-offs, showing that larger-area FeFETs provide more deterministic state programming, while smaller devices favor integration density. Finally, we compare 1-FeFET and nT–1FeFET array architectures with static random-access memory (SRAM), outlining the density, selection, and scalability implications of each. These findings provide both device-level insights and circuit-architecture considerations, guiding the co-design of FeFET-based synaptic arrays for future neuromorphic accelerators.
28纳米CMOS多态铁电晶体管的测量与分析
铁电场效应晶体管(fefet)由于其多层次可编程性、非易失性和互补金属氧化物半导体(CMOS)兼容性,是神经形态和内存计算中突触器件的有力候选者。在这项工作中,我们通过实验证明了在GlobalFoundries的28nm CMOS工艺上集成的ffet突触的多位操作。具体来说,这项工作使用了一个增量脉冲方案,显示出稳定的中间极化状态和长期保持。我们进一步研究了器件尺寸、读出栅极电压和阵列拓扑作为基本设计权衡的作用,结果表明,面积较大的fet提供更确定性的状态规划,而较小的器件则有利于集成密度。最后,我们比较了1-FeFET和nT-1FeFET阵列架构与静态随机存取存储器(SRAM),概述了每种结构的密度、选择和可扩展性影响。这些发现提供了器件级的见解和电路架构的考虑,指导了未来神经形态加速器中基于fet的突触阵列的协同设计。
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来源期刊
IEEE Journal of the Electron Devices Society
IEEE Journal of the Electron Devices Society Biochemistry, Genetics and Molecular Biology-Biotechnology
CiteScore
5.20
自引率
4.30%
发文量
124
审稿时长
9 weeks
期刊介绍: The IEEE Journal of the Electron Devices Society (J-EDS) is an open-access, fully electronic scientific journal publishing papers ranging from fundamental to applied research that are scientifically rigorous and relevant to electron devices. The J-EDS publishes original and significant contributions relating to the theory, modelling, design, performance, and reliability of electron and ion integrated circuit devices and interconnects, involving insulators, metals, organic materials, micro-plasmas, semiconductors, quantum-effect structures, vacuum devices, and emerging materials with applications in bioelectronics, biomedical electronics, computation, communications, displays, microelectromechanics, imaging, micro-actuators, nanodevices, optoelectronics, photovoltaics, power IC''s, and micro-sensors. Tutorial and review papers on these subjects are, also, published. And, occasionally special issues with a collection of papers on particular areas in more depth and breadth are, also, published. J-EDS publishes all papers that are judged to be technically valid and original.
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