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.
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.