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Lai BR, Chen KT, Chaurasiya R, You SX, Hsu WD, Chen JS. Unveiling transient current response in bilayer oxide-based physical reservoirs for time-series data analysis. NANOSCALE 2024; 16:3061-3070. [PMID: 38240625 DOI: 10.1039/d3nr05401b] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/01/2024]
Abstract
Physical reservoirs employed to map time-series data and analyze extracted features have attracted interest owing to their low training cost and mitigated interconnection complexity. This study reports a physical reservoir based on a bilayer oxide-based dynamic memristor. The proposed device exhibits a nonlinear current response and short-term memory (STM), satisfying the requirements of reservoir computing (RC). These characteristics are validated using a compact model to account for resistive switching (RS) via the dynamic evolution of the internal state variable and the relocation of oxygen vacancies. Mathematically, the transient current response can be quantitatively described according to a simple set of equations to correlate the theoretical framework with experimental results. Furthermore, the device shows significant reliability and ability to distinguish 4-bit inputs and four diverse neural firing patterns. Therefore, this work shows the feasibility of implementing physical reservoirs in hardware and advances the understanding of the dynamic response.
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Affiliation(s)
- Bo-Ru Lai
- Department of Materials Science and Engineering, National Cheng Kung University, Tainan 70101, Taiwan.
| | - Kuan-Ting Chen
- Department of Materials Science and Engineering, National Cheng Kung University, Tainan 70101, Taiwan.
| | - Rajneesh Chaurasiya
- Department of Materials Science and Engineering, National Cheng Kung University, Tainan 70101, Taiwan.
- Department of Electronics and Communication Engineering, Amrita School of Engineering, Amrita Vishwa Vidyapeetham, Chennai, India
| | - Song-Xian You
- Department of Materials Science and Engineering, National Cheng Kung University, Tainan 70101, Taiwan.
| | - Wen-Dung Hsu
- Department of Materials Science and Engineering, National Cheng Kung University, Tainan 70101, Taiwan.
| | - Jen-Sue Chen
- Department of Materials Science and Engineering, National Cheng Kung University, Tainan 70101, Taiwan.
- Academy of Innovative Semiconductor and Sustainable Manufacturing, National Cheng Kung University, Tainan 70101, Taiwan
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Lee S, Lee S, Lee M, Rho SM, Kim HT, Won C, Yoon K, Kwon C, Kim J, Park GC, Lim JH, Park JS, Kwon W, Park YB, Chun DW, Kim HJ, Lee T. Tailored Self-Assembled Monolayer using Chemical Coupling for Indium-Gallium-Zinc Oxide Thin-Film Transistors: Multifunctional Copper Diffusion Barrier. ACS APPLIED MATERIALS & INTERFACES 2022; 14:56310-56320. [PMID: 36461928 DOI: 10.1021/acsami.2c16593] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/17/2023]
Abstract
Controlling the contact properties of a copper (Cu) electrode is an important process for improving the performance of an amorphous indium-gallium-zinc oxide (a-IGZO) thin-film transistor (TFT) for high-speed applications, owing to the low resistance-capacitance product constant of Cu. One of the many challenges in Cu application to a-IGZO is inhibiting high diffusivity, which causes degradation in the performance of a-IGZO TFT by forming electron trap states. A self-assembled monolayer (SAM) can perfectly act as a Cu diffusion barrier (DB) and passivation layer that prevents moisture and oxygen, which can deteriorate the TFT on-off performance. However, traditional SAM materials have high contact resistance and low mechanical-adhesion properties. In this study, we demonstrate that tailoring the SAM using the chemical coupling method can enhance the electrical and mechanical properties of a-IGZO TFTs. The doping effects from the dipole moment of the tailored SAMs enhance the electrical properties of a-IGZO TFTs, resulting in a field-effect mobility of 13.87 cm2/V·s, an on-off ratio above 107, and a low contact resistance of 612 Ω. Because of the high electrical performance of tailored SAMs, they function as a Cu DB and a passivation layer. Moreover, a selectively tailored functional group can improve the adhesion properties between Cu and a-IGZO. These multifunctionally tailored SAMs can be a promising candidate for a very thin Cu DB in future electronic technology.
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Affiliation(s)
- Seungmin Lee
- School of Electrical and Electronic Engineering, Yonsei University, 50 Yonsei-ro, Seodaemun-gu, Seoul03722, Republic of Korea
| | - Sanghyeon Lee
- KIURI Institute, Yonsei University, 50 Yonsei-ro, Seodaemun-gu, Seoul03722, Republic of Korea
| | - Minkyu Lee
- School of Electrical and Electronic Engineering, Yonsei University, 50 Yonsei-ro, Seodaemun-gu, Seoul03722, Republic of Korea
| | - Sung Min Rho
- School of Electrical and Electronic Engineering, Yonsei University, 50 Yonsei-ro, Seodaemun-gu, Seoul03722, Republic of Korea
| | - Hyung Tae Kim
- School of Electrical and Electronic Engineering, Yonsei University, 50 Yonsei-ro, Seodaemun-gu, Seoul03722, Republic of Korea
| | - Chihyeong Won
- School of Electrical and Electronic Engineering, Yonsei University, 50 Yonsei-ro, Seodaemun-gu, Seoul03722, Republic of Korea
| | - Kukro Yoon
- School of Electrical and Electronic Engineering, Yonsei University, 50 Yonsei-ro, Seodaemun-gu, Seoul03722, Republic of Korea
| | - Chaebeen Kwon
- School of Electrical and Electronic Engineering, Yonsei University, 50 Yonsei-ro, Seodaemun-gu, Seoul03722, Republic of Korea
| | - Juyoung Kim
- Center for Energy Materials Research, Korea Institute of Science and Technology (KIST), Hwarang-ro 14-gil, Seongbuk-gu, Seoul02792, Republic of Korea
- Department of Materials Science and Engineering, Yonsei University, 50 Yonsei-ro, Seodaemun-gu, Seoul03722, Republic of Korea
| | - Geun Chul Park
- Samsung Display Co., LTD.95 Samsung 2-ro, Giheung-gu, Yongin-si, Gyeonggi-do17133, Republic of Korea
| | - Jun Hyung Lim
- Samsung Display Co., LTD.95 Samsung 2-ro, Giheung-gu, Yongin-si, Gyeonggi-do17133, Republic of Korea
| | - Joon Seok Park
- Samsung Display Co., LTD.95 Samsung 2-ro, Giheung-gu, Yongin-si, Gyeonggi-do17133, Republic of Korea
| | - Woobin Kwon
- School of Materials Science and Engineering, Andong National University, Andong-si, Gyeongsangbuk-do36729, Republic of Korea
| | - Young-Bae Park
- School of Materials Science and Engineering, Andong National University, Andong-si, Gyeongsangbuk-do36729, Republic of Korea
| | - Dong Won Chun
- Center for Energy Materials Research, Korea Institute of Science and Technology (KIST), Hwarang-ro 14-gil, Seongbuk-gu, Seoul02792, Republic of Korea
- Yonsei-KIST Convergence Research Institute, Yonsei University, 50 Yonsei-ro, Seodaemun-gu, Seoul03722, Republic of Korea
| | - Hyun Jae Kim
- School of Electrical and Electronic Engineering, Yonsei University, 50 Yonsei-ro, Seodaemun-gu, Seoul03722, Republic of Korea
| | - Taeyoon Lee
- School of Electrical and Electronic Engineering, Yonsei University, 50 Yonsei-ro, Seodaemun-gu, Seoul03722, Republic of Korea
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Choi WS, Song MS, Kim H, Kim DH. Conduction Mechanism Analysis of Abrupt- and Gradual-Switching InGaZnO Memristors. MICROMACHINES 2022; 13:1870. [PMID: 36363890 PMCID: PMC9697067 DOI: 10.3390/mi13111870] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/17/2022] [Revised: 10/24/2022] [Accepted: 10/27/2022] [Indexed: 06/16/2023]
Abstract
In this work, two types of InGaZnO (IGZO) memristors were fabricated to confirm the conduction mechanism and degradation characteristics of memristors with different electrode materials. The IGZO memristor exhibits abrupt switching characteristics with the Pd electrode owing to the formation and destruction of conductive filaments but shows gradual switching characteristics with the p-type Si electrode according to the amount of generated oxygen vacancy. The electrical characteristics and conduction mechanisms of the device are analyzed using an energy band diagram and experimentally verified with random telegraph noise characteristics confirming the trap effects on the device conduction.
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Affiliation(s)
- Woo Sik Choi
- School of Electrical Engineering, Kookmin University, Seoul 02707, Korea
| | - Min Suk Song
- Department of Electronic Engineering, Inha University, Incheon 22212, Korea
| | - Hyungjin Kim
- Department of Electronic Engineering, Inha University, Incheon 22212, Korea
| | - Dae Hwan Kim
- School of Electrical Engineering, Kookmin University, Seoul 02707, Korea
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Magari Y, Yeh W, Ina T, Furuta M. Influence of Grain Boundary Scattering on the Field-Effect Mobility of Solid-Phase Crystallized Hydrogenated Polycrystalline In 2O 3 (In 2O 3:H). NANOMATERIALS (BASEL, SWITZERLAND) 2022; 12:2958. [PMID: 36079995 PMCID: PMC9458122 DOI: 10.3390/nano12172958] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/15/2022] [Revised: 08/15/2022] [Accepted: 08/24/2022] [Indexed: 06/15/2023]
Abstract
Hydrogenated polycrystalline In2O3 (In2O3:H) thin-film transistors (TFTs) fabricated via the low-temperature solid-phase crystallization (SPC) process with a field-effect mobility (μFE) exceeding 100 cm2 V-1 s-1 are promising candidates for future electronics applications. In this study, we investigated the effects of the SPC temperature of Ar + O2 + H2-sputtered In2O3:H films on the electron transport properties of In2O3:H TFTs. The In2O3:H TFT with an SPC temperature of 300 °C exhibited the best performance, having the largest µFE of 139.2 cm2 V-1 s-1. In contrast, the µFE was slightly degraded with increasing SPC temperature (400 °C and higher). Extended X-ray absorption fine structure analysis revealed that the medium-range ordering in the In2O3:H network was further improved by annealing up to 600 °C, while a large amount of H2O was desorbed from the In2O3:H films at SPC temperatures above 400 °C, resulting in the creation of defects at grain boundaries. The threshold temperature of H2O desorption corresponded well with the carrier transport properties; the µFE of the TFTs started to deteriorate at SPC temperatures of 400 °C and higher. Thus, it was suggested that the hydrogen remaining in the film after SPC plays an important role in the passivation of electron traps, especially for grain boundaries, resulting in an enhancement of the µFE of In2O3:H TFTs.
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Affiliation(s)
- Yusaku Magari
- Graduate School of Natural Science and Technology, Shimane University, 1060 Nishikawatsu, Matsue 690-8504, Japan
| | - Wenchang Yeh
- Graduate School of Natural Science and Technology, Shimane University, 1060 Nishikawatsu, Matsue 690-8504, Japan
| | - Toshiaki Ina
- Japan Synchrotron Radiation Research Institute (JASRI/SPring-8), 1-1-1 Kouto, Sayo 679-5198, Japan
| | - Mamoru Furuta
- School of Environmental Science and Engineering and Research Institute, Kochi University of Technology, 185 Miyanokuchi, Tosayamada, Kami 782-8502, Japan
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High-mobility hydrogenated polycrystalline In2O3 (In2O3:H) thin-film transistors. Nat Commun 2022; 13:1078. [PMID: 35228522 PMCID: PMC8885685 DOI: 10.1038/s41467-022-28480-9] [Citation(s) in RCA: 29] [Impact Index Per Article: 14.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2021] [Accepted: 01/11/2022] [Indexed: 11/09/2022] Open
Abstract
AbstractOxide semiconductors have been extensively studied as active channel layers of thin-film transistors (TFTs) for electronic applications. However, the field-effect mobility (μFE) of oxide TFTs is not sufficiently high to compete with that of low-temperature-processed polycrystalline-Si TFTs (50–100 cm2V−1s−1). Here, we propose a simple process to obtain high-performance TFTs, namely hydrogenated polycrystalline In2O3 (In2O3:H) TFTs grown via the low-temperature solid-phase crystallization (SPC) process. In2O3:H TFTs fabricated at 300 °C exhibit superior switching properties with µFE = 139.2 cm2V−1s−1, a subthreshold swing of 0.19 Vdec−1, and a threshold voltage of 0.2 V. The hydrogen introduced during sputter deposition plays an important role in enlarging the grain size and decreasing the subgap defects in SPC-prepared In2O3:H. The proposed method does not require any additional expensive equipment and/or change in the conventional oxide TFT fabrication process. We believe these SPC-grown In2O3:H TFTs have a great potential for use in future transparent or flexible electronics applications.
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Velichko R, Magari Y, Furuta M. Defect Passivation and Carrier Reduction Mechanisms in Hydrogen-Doped In-Ga-Zn-O (IGZO:H) Films upon Low-Temperature Annealing for Flexible Device Applications. MATERIALS (BASEL, SWITZERLAND) 2022; 15:334. [PMID: 35009480 PMCID: PMC8745818 DOI: 10.3390/ma15010334] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/18/2021] [Revised: 12/25/2021] [Accepted: 12/30/2021] [Indexed: 01/25/2023]
Abstract
Low-temperature activation of oxide semiconductor materials such as In-Ga-Zn-O (IGZO) is a key approach for their utilization in flexible devices. We previously reported that the activation temperature can be reduced to 150 °C by hydrogen-doped IGZO (IGZO:H), demonstrating a strong potential of this approach. In this paper, we investigated the mechanism for reducing the activation temperature of the IGZO:H films. In situ Hall measurements revealed that oxygen diffusion from annealing ambient into the conventional Ar/O2-sputtered IGZO film was observed at >240 °C. Moreover, the temperature at which the oxygen diffusion starts into the film significantly decreased to 100 °C for the IGZO:H film deposited at hydrogen gas flow ratio (R[H2]) of 8%. Hard X-ray photoelectron spectroscopy indicated that the near Fermi level (EF) defects in the IGZO:H film after the 150 °C annealing decreased in comparison to that in the conventional IGZO film after 300 °C annealing. The oxygen diffusion into the film during annealing plays an important role for reducing oxygen vacancies and subgap states especially for near EF. X-ray reflectometry analysis revealed that the film density of the IGZO:H decreased with an increase in R[H2] which would be the possible cause for facilitating the O diffusion at low temperature.
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Affiliation(s)
- Rostislav Velichko
- Engineering Course, Kochi University of Technology, Kami, Kochi 782-8502, Japan
| | - Yusaku Magari
- Graduate School of Natural Science and Technology, Shimane University, Matsue, Shimane 690-8504, Japan;
| | - Mamoru Furuta
- Engineering Course, Kochi University of Technology, Kami, Kochi 782-8502, Japan
- School of Environmental Science and Engineering, Kochi University of Technology, Kami, Kochi 782-8502, Japan
- Center for Nanotechnology, Research Institute, Kochi University of Technology, Kami, Kochi 782-8502, Japan
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Kataoka T, Magari Y, Makino H, Furuta M. Nondegenerate Polycrystalline Hydrogen-Doped Indium Oxide (InO x:H) Thin Films Formed by Low-Temperature Solid-Phase Crystallization for Thin Film Transistors. MATERIALS (BASEL, SWITZERLAND) 2021; 15:187. [PMID: 35009333 PMCID: PMC8745918 DOI: 10.3390/ma15010187] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/28/2021] [Revised: 12/02/2021] [Accepted: 12/19/2021] [Indexed: 06/14/2023]
Abstract
We successfully demonstrated a transition from a metallic InOx film into a nondegenerate semiconductor InOx:H film. A hydrogen-doped amorphous InOx:H (a-InOx:H) film, which was deposited by sputtering in Ar, O2, and H2 gases, could be converted into a polycrystalline InOx:H (poly-InOx:H) film by low-temperature (250 °C) solid-phase crystallization (SPC). Hall mobility increased from 49.9 cm2V-1s-1 for an a-InOx:H film to 77.2 cm2V-1s-1 for a poly-InOx:H film. Furthermore, the carrier density of a poly-InOx:H film could be reduced by SPC in air to as low as 2.4 × 1017 cm-3, which was below the metal-insulator transition (MIT) threshold. The thin film transistor (TFT) with a metallic poly-InOx channel did not show any switching properties. In contrast, that with a 50 nm thick nondegenerate poly-InOx:H channel could be fully depleted by a gate electric field. For the InOx:H TFTs with a channel carrier density close to the MIT point, maximum and average field effect mobility (μFE) values of 125.7 and 84.7 cm2V-1s-1 were obtained, respectively. We believe that a nondegenerate poly-InOx:H film has great potential for boosting the μFE of oxide TFTs.
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Affiliation(s)
- Taiki Kataoka
- Materials Science and Engineering Course, Kochi University of Technology, Kami 782-8502, Kochi, Japan;
| | - Yusaku Magari
- Graduate School of Natural Science and Technology, Shimane University, Matsue 690-8504, Shimane, Japan;
| | - Hisao Makino
- Center for Nanotechnology, Research Institute, Kochi University of Technology, Kami 782-8502, Kochi, Japan;
- Electronic and Photonic Systems Engineering Course, Kochi University of Technology, Kami 782-8502, Kochi, Japan
| | - Mamoru Furuta
- Materials Science and Engineering Course, Kochi University of Technology, Kami 782-8502, Kochi, Japan;
- Center for Nanotechnology, Research Institute, Kochi University of Technology, Kami 782-8502, Kochi, Japan;
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