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Dual-Terminal Stimulated Heterosynaptic Plasticity of IGZO Memtransistor with Al2O3/TiO2 Double-Oxide Structure Dual-Terminal Stimulated Heterosynaptic Plasticity of IGZO Memtransistor with Al2O3/TiO2 Double-Oxide Structure AITranslate

Chungbuk National University; Chungbuk National University; Chungbuk National University; Chungbuk National University; Chungbuk National University; Korea Institute of Materials Science (KIMS); Korea Institute of Materials Science (KIMS); Chungbuk National University; Chungbuk National University
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Publisher: ACS
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Abstract AITranslate

Recently, memtransistors have attracted considerable attention as promising building blocks for highly efficient neuromorphic synaptic devices, facilitating heterosynaptic plasticity and a large number of multilevel states. However, the resistive switching characteristics of memtransistors have been limited to a two-dimensional transition-metal dichalcogenide. Here, reliable gate-tunable resistive switching characteristics of an InGaZnO (IGZO) memtransistor with an Al2O3/TiO2 double-oxide structure are first demonstrated. The field-induced oxygen vacancy migration model in the TiO2 layer is proposed to describe the dynamic Schottky barrier modulation between the Al electrode and IGZO channel, causing the resistive switching property. Reliable heterosynaptic plasticity and a highly precise multilevel state can be achieved using dual-terminal presynaptic stimuli. The IGZO memtransistor also showed remarkable endurance in long-term potentiation and depression cycling under 5000 drain and gate pulses. The high pattern recognition accuracies of 90.4 and 86.5% obtained from the drain- and gate-stimulated conductance changes were validated using an artificial neural network (ANN) simulation. Thus, our double-oxide structure designed to realize memtransistor characteristics paves the way for high-performance synaptic circuitry with precisely controlled heterosynaptic plasticity, leading to an advanced neuromorphic system.

KeyWords AITranslate

indium gallium zinc oxide (IGZO) doubleoxide structure memtransistor heterosynaptic plasticity neuromorphic computing
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DOI:https://doi.org/10.1021/acsaelm.2c00393

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Citation Information:

Recently, memtransistors have attracted considerable attention as promising building blocks for highly efficient neuromorphic synaptic devices, facilitating heterosynaptic plasticity and a large number of multilevel states. However, the resistive switching characteristics of memtransistors have been limited to a two-dimensional transition-metal dichalcogenide. Here, reliable gate-tunable resistive switching characteristics of an InGaZnO (IGZO) memtransistor with an Al2O3/TiO2 double-oxide structure are first demonstrated. The field-induced oxygen vacancy migration model in the TiO2 layer is proposed to describe the dynamic Schottky barrier modulation between the Al electrode and IGZO channel, causing the resistive switching property. Reliable heterosynaptic plasticity and a highly precise multilevel state can be achieved using dual-terminal presynaptic stimuli. The IGZO memtransistor also showed remarkable endurance in long-term potentiation and depression cycling under 5000 drain and gate pulses. The high pattern recognition accuracies of 90.4 and 86.5% obtained from the drain- and gate-stimulated conductance changes were validated using an artificial neural network (ANN) simulation. Thus, our double-oxide structure designed to realize memtransistor characteristics paves the way for high-performance synaptic circuitry with precisely controlled heterosynaptic plasticity, leading to an advanced neuromorphic system.

quote

GB/T 7714-2015 [1] Heejeong Park, Seyoung Oh, SooHong Jeong, et al. ACS Applied Electronic Materials, 2022(4). DOI:10.1021/acsaelm.2c00393.
MLA [1] Heejeong Park, et al., ACS Applied Electronic Materials, no. 4, 2022, https://doi.org/10.1021/acsaelm.2c00393.
APA [1] Heejeong Park, Seyoung Oh, SooHong Jeong, Ojun Kwon, Hyun Young Seo, JungDae Kwon, Yonghun Kim, Woojin Park, & Byungjin Cho. (2022). ACS Applied Electronic Materials(4). https://doi.org/10.1021/acsaelm.2c00393
IEEE [1] Heejeong Park, Seyoung Oh, SooHong Jeong, Ojun Kwon, Hyun Young Seo, JungDae Kwon, Yonghun Kim, Woojin Park, and Byungjin Cho, ACS Applied Electronic Materials, no. 4, 2022, doi: 10.1021/acsaelm.2c00393. keywords: {indium gallium zinc oxide (IGZO) doubleoxide structure memtransistor heterosynaptic plasticity neuromorphic computing}