Improved Resistive Switching Characteristics and Synaptic Functions of InZnO/SiO2 Bilayer Deviceopen access
- Authors
- Ju, Dongyeol; Koo, Minsuk; Kim, Sungjun
- Issue Date
- Dec-2023
- Publisher
- MDPI
- Keywords
- neuromorphic computing; synaptic plasticity; spiking neural network; resistive switching; InZnO
- Citation
- Materials, v.16, no.23, pp 1 - 12
- Pages
- 12
- Indexed
- SCIE
SCOPUS
- Journal Title
- Materials
- Volume
- 16
- Number
- 23
- Start Page
- 1
- End Page
- 12
- URI
- https://scholarworks.dongguk.edu/handle/sw.dongguk/20765
- DOI
- 10.3390/ma16237324
- ISSN
- 1996-1944
1996-1944
- Abstract
- This paper investigates the bipolar resistive switching and synaptic characteristics of IZO single-layer and IZO/SiO2 bilayer two-terminal memory devices. The chemical properties and structure of the device with a SiO2 layer are confirmed by x-ray photoemission spectroscopy (XPS) and transmission electron microscopy (TEM) imaging. The device with the SiO2 layer showed better memory characteristics with a low current level, as well as better cell-to-cell and cycle-to-cycle uniformity. Moreover, the neuromorphic applications of the IZO/SiO2 bilayer device are demonstrated by pulse response. Paired pulse facilitation, excitatory postsynaptic current, and pulse-width-dependent conductance changes are conducted by the coexistence of short- and long-term memory characteristics. Moreover, Hebbian rules are emulated to mimic biological synapse function. The result of potentiation, depression, spike-rate-dependent plasticity, and spike-time-dependent plasticity prove their favorable abilities for future applications in neuromorphic computing architecture.
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- Appears in
Collections - College of Engineering > Department of Electronics and Electrical Engineering > 1. Journal Articles

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