MoS₂/BiFeO₃-based solid-ionic transistor

The development of innovative memory and sensing devices fired up the 2D-based electronics to deal with the shortcomings of the silicon-based hardware. The breakthrough mechanisms of memory devices based on 2D channels are in the appalling need to overcome the bottlenecks of current 2D-based electro...

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Main Author: Chen, Jieqiong
Other Authors: Liu Zheng
Format: Thesis-Doctor of Philosophy
Language:English
Published: Nanyang Technological University 2022
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Online Access:https://hdl.handle.net/10356/163916
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spelling sg-ntu-dr.10356-1639162023-01-03T05:05:24Z MoS₂/BiFeO₃-based solid-ionic transistor Chen, Jieqiong Liu Zheng School of Materials Science and Engineering Z.Liu@ntu.edu.sg Engineering::Materials The development of innovative memory and sensing devices fired up the 2D-based electronics to deal with the shortcomings of the silicon-based hardware. The breakthrough mechanisms of memory devices based on 2D channels are in the appalling need to overcome the bottlenecks of current 2D-based electronics, including the high energy consumption, complex operation conditions, low sensitivity, limited memory capability, etc. Reviewed from state-of-the-art memory mechanisms, ionic memory is promising to solve the shortcomings mentioned above. Solid-ionic gating medium is preferred in terms of operation/storage safety and gating efficiency. BiFeO3 and MoS2 are selected as the material models to construct solid-ionic systems for both sensing and memory. In the first project, a coplanar-gated device is designed and proved to function as a high-performance n-type electrical FET, electrical memory unit, photodetector, and optical memory unit. The influence of the proposed oxygen-vacancy-based solid-ionic layer is in accord with expectation, which can serve as the charge storage centers and apply the electrostatic doping locally. The accomplishment of multifunctions in a single device paves the way for constructing in-memory sensing systems. The high sensitivity and memory capacitance indicate the prominence of the interfacial solid-ionic layer. Therefore, studying the fundamentals and applications of the oxygen-vacancy-based solid-ionic layer is essential in the area of 2D electronics for building up new families of sensing and memory devices. In the second project, a vertical-gated device is proposed to optimize the device performance further. Compared to the coplanar-gated device, it can be operated under low-voltage gate pulses, thus much more energy efficient. In addition, it can function well as an n-type electrical FET with much lower controlling gate voltage. However, the photoresponse of the vertical-gated device is different from the coplanar-gated device due to the different polarization directions of the as-grown films. The electrical sensing and memory characteristics are mainly focused on the MoS2/BiFeO3 interface in the scenario. Based on the characteristics of electrical memory, it is highly potential to be applied in neuromorphic systems to emulate diverse synaptic behaviors. In the third project, both coplanar-gated and vertical-gated devices were evaluated as artificial synaptic devices in aspects of different short-term and long-term plasticity. As a result, the MoS2/BFO-based solid-ionic transistor can successfully emulate different synaptic behaviors, including PPF/PPD, EPSC/IPSC, PND, and herbian learning. And the long-term PSC characteristics of both architectures were evaluated with MLP and CNN architectures for pattern recognitions, which proved to achieve high recognition accuracies among state-of-the-art artificial synaptic devices, highlighting the potential of the MoS2/BFO-based solid-ionic transistor in neuromorphic hardware. Based on the properties of the MoS2/BFO-based solid-ionic transistor, the solid-ionic memory in other material combinations can also been expected to build up a family of in-memory computing or in-memory sensing devices. Doctor of Philosophy 2022-12-27T02:10:47Z 2022-12-27T02:10:47Z 2022 Thesis-Doctor of Philosophy Chen, J. (2022). MoS₂/BiFeO₃-based solid-ionic transistor. Doctoral thesis, Nanyang Technological University, Singapore. https://hdl.handle.net/10356/163916 https://hdl.handle.net/10356/163916 10.32657/10356/163916 en This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License (CC BY-NC 4.0). application/pdf Nanyang Technological University
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Engineering::Materials
spellingShingle Engineering::Materials
Chen, Jieqiong
MoS₂/BiFeO₃-based solid-ionic transistor
description The development of innovative memory and sensing devices fired up the 2D-based electronics to deal with the shortcomings of the silicon-based hardware. The breakthrough mechanisms of memory devices based on 2D channels are in the appalling need to overcome the bottlenecks of current 2D-based electronics, including the high energy consumption, complex operation conditions, low sensitivity, limited memory capability, etc. Reviewed from state-of-the-art memory mechanisms, ionic memory is promising to solve the shortcomings mentioned above. Solid-ionic gating medium is preferred in terms of operation/storage safety and gating efficiency. BiFeO3 and MoS2 are selected as the material models to construct solid-ionic systems for both sensing and memory. In the first project, a coplanar-gated device is designed and proved to function as a high-performance n-type electrical FET, electrical memory unit, photodetector, and optical memory unit. The influence of the proposed oxygen-vacancy-based solid-ionic layer is in accord with expectation, which can serve as the charge storage centers and apply the electrostatic doping locally. The accomplishment of multifunctions in a single device paves the way for constructing in-memory sensing systems. The high sensitivity and memory capacitance indicate the prominence of the interfacial solid-ionic layer. Therefore, studying the fundamentals and applications of the oxygen-vacancy-based solid-ionic layer is essential in the area of 2D electronics for building up new families of sensing and memory devices. In the second project, a vertical-gated device is proposed to optimize the device performance further. Compared to the coplanar-gated device, it can be operated under low-voltage gate pulses, thus much more energy efficient. In addition, it can function well as an n-type electrical FET with much lower controlling gate voltage. However, the photoresponse of the vertical-gated device is different from the coplanar-gated device due to the different polarization directions of the as-grown films. The electrical sensing and memory characteristics are mainly focused on the MoS2/BiFeO3 interface in the scenario. Based on the characteristics of electrical memory, it is highly potential to be applied in neuromorphic systems to emulate diverse synaptic behaviors. In the third project, both coplanar-gated and vertical-gated devices were evaluated as artificial synaptic devices in aspects of different short-term and long-term plasticity. As a result, the MoS2/BFO-based solid-ionic transistor can successfully emulate different synaptic behaviors, including PPF/PPD, EPSC/IPSC, PND, and herbian learning. And the long-term PSC characteristics of both architectures were evaluated with MLP and CNN architectures for pattern recognitions, which proved to achieve high recognition accuracies among state-of-the-art artificial synaptic devices, highlighting the potential of the MoS2/BFO-based solid-ionic transistor in neuromorphic hardware. Based on the properties of the MoS2/BFO-based solid-ionic transistor, the solid-ionic memory in other material combinations can also been expected to build up a family of in-memory computing or in-memory sensing devices.
author2 Liu Zheng
author_facet Liu Zheng
Chen, Jieqiong
format Thesis-Doctor of Philosophy
author Chen, Jieqiong
author_sort Chen, Jieqiong
title MoS₂/BiFeO₃-based solid-ionic transistor
title_short MoS₂/BiFeO₃-based solid-ionic transistor
title_full MoS₂/BiFeO₃-based solid-ionic transistor
title_fullStr MoS₂/BiFeO₃-based solid-ionic transistor
title_full_unstemmed MoS₂/BiFeO₃-based solid-ionic transistor
title_sort mos₂/bifeo₃-based solid-ionic transistor
publisher Nanyang Technological University
publishDate 2022
url https://hdl.handle.net/10356/163916
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