Three Musketeers: demonstration of multilevel memory, selector, and synaptic behaviors from an Ag-GeTe based chalcogenide material

  • Yu, Min Ji
  • Son, Kyung Rock
  • Khot, Atul C.
  • Kang, Dae Yun
  • Sung, Ji Hoon
  • ... Kim, Tae Geun
  • 외 3명
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초록

Functional neuronal computing systems that support information diversification require high-density memory with selector devices to reduce leakage current in cross-point architectures, which drives us to develop a functional switching layer that operates as three distinct devices, namely non-volatile memory, selector, and synaptic devices, using a GeTe-based single material system. In this study, amorphous Ag-GeTe switching layers are engineered by doping with Te species to achieve either resistive switching (RS) or threshold switching properties. The Ag/Ag-GeTe/Ag memory device exhibits multilevel characteris-tics via a tunable compliance current approach. By comparison, Ag/Ag-GeTex/Ag selector device provides excellent selectivity (>10(6)) with a very low OFF-current (similar to 10(-11) A). The RS mechanism for memory and selector devices is interrogated by using conductive atomic force microscopy. Moreover, the Ag/Ag-GeTe/Ag RS device mimics a cohort of basic and complex synaptic plasticity properties, including potentiation-depression and four-spike time-dependent plasticity rules that include asymmetric Hebbian, asymmetric anti-Hebbian, symmetric Hebbian, and symmetric anti-Hebbian learning rules. The capability of the synaptic devices to detect image edges is demonstrated by using a convolution neural network. The present work showcases the multi-functionality of Ag-GeTe materials, which will likely emerge as a prominent candidate for high-density cross-point architecture-based neuromorphic computing systems. (C) 2021 The Author(s). Published by Elsevier B.V.

키워드

Amorphous Ag-GeTeMultilevel resistive switchingSelector deviceNeuromorphic computingConvolutional neural network edge detectionSTATESOXIDEMODELRRAM
제목
Three Musketeers: demonstration of multilevel memory, selector, and synaptic behaviors from an Ag-GeTe based chalcogenide material
저자
Yu, Min JiSon, Kyung RockKhot, Atul C.Kang, Dae YunSung, Ji HoonJang, Il GyuDange, Yogesh D.Dongale, Tukaram D.Kim, Tae Geun
DOI
10.1016/j.jmrt.2021.09.044
발행일
2021-11
유형
Article
저널명
Journal of Materials Research and Technology
15
페이지
1984 ~ 1995