Improved Synaptic Behavior Under Identical Pulses Using AlO x /HfO 2 Bilayer RRAM Array for Neuromorphic Systems

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Items 201–300 of 369

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   Manoj Kumar, S. S. Bezugam, Sufyan Khan, M. Suri · 2021 · IEEE Transactions on Electron Devices
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   Wei-Lun Huang, Yong-Zhe Lin, Sheng-Po Chang, W. Lai, Shoou-Jinn Chang · 2021 · ACS Omega
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   Neha Mohta, Roop K. Mech, S. Sanjay, Rangarajan Muralidharan, D. Nath · 2020 · Physica Status Solidi (a)
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   Christopher H. Bennett, V. Parmar, L. Calvet, Jacques-Olivier Klein, M. Suri, M. Marinella, D. Querlioz · 2019 · IEEE Access
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   Qi Chen, Yue Zhou, Weiwei Xiong, Zirui Chen, Yasai Wang, Xiang-Shui Miao, Yuhui He · 2024 · Journal of Semiconductors
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    Wooseok Choi, Myonghoon Kwak, Seyoung Kim, Hyunsang Hwang · 2021 · Frontiers in Neuroscience
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    A. Kazemi, R. Rajaei, K. Ni, S. Datta, M. Niemier, X. Hu · 2020 · International Symposium on Circuits and Systems
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    Yan Liao, Ning Deng, Hua-Qiang Wu, Bin Gao, Qingtian Zhang, He Qian · 2018 · Frontiers in Neuroscience
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    Yildiran Yilmaz, F. Gül · 2024 · Integr.
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    S. Nittayakasetwat, K. Kita · 2021
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    Yan-Ming Liu, Jia-Lu Gao, Fan Wu, H. Tian, Tian-Ling Ren · 2021 · IEEE Transactions on Electron Devices
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    Shih-Kai Lin, Cheng-Hsien Wu, T. Chang, C. Lien, Chih-Cheng Yang, Wen-Chung Chen, Chun-Chu Lin, Wei-Chen Huang, Yung-Fang Tan, Pei-Yu Wu et al. · 2021 · IEEE Transactions on Electron Devices
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    Yu-Che Chou, C. Tsai, Chin-Ya Yi, Wan-Hsuan Chung, Shin-Yuan Wang, C. Chien · 2020 · IEEE Transactions on Electron Devices
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    Yandong Luo, Shi-Meng Yu · 2020 · Asia and South Pacific Design Automation Conference
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    Tae Jun Yang, Jung Rae Cho, Hyunkyu Lee, Heesung Lee, Seung Joo Myoung, Dayeon Lee, Sung-Jin Choi, Jong-Ho Bae, D. M. Kim, Changwook Kim et al. · 2024 · IEEE Access
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    Yong-Yue Xiao, Yang Li, Canhui Liu, Shuai Zhang, Dong Li, Sicong Ming, Yuanduo Qu, Meng-Di Hao, Chen Wang, Hao Huang et al. · 2025 · Materials & Design
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    Seema Dhull, W. A. Misba, Arshid Nisar, J. Atulasimha, Brajesh Kumar Kaushik · 2024 · IEEE Transactions on Neural Networks and Learning Systems
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    V. Singh, C. P. Singh, Harsh Ranjan, S. Pandey · 2024 · Applied Materials Today
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    Taehwan Moon, Hyun-Yong Lee, S. Nam, H. Bae, Duk-Hyun Choe, Sanghyun Jo, Yunseong Lee, Yoon-Ho Park, J. J. Yang, J. Heo · 2023 · Neuromorph. Comput. Eng.
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    A. Morales-Sánchez, K. González-Flores, S. A. Pérez-García, S. González-Torres, Blas Garrido-Fernández, L. Hernández-Martínez, M. Moreno-Moreno · 2023 · Nanomaterials
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    K.-Y. Hsiang, C.-Y. Liao, Jer-Fu Wang, Z.-F. Lou, Chen-Ying Lin, Shih-Hung Chiang, Cheewee Liu, T. Hou, Min-Hung Lee · 2021 · Nanomaterials
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    Keonhee Kim, D. Kang, Yeonjoo Jeong, Jaewook Kim, Suyoun Lee, Joon Young Kwak, Jongkil Park, G. Hwang, Kyeong-Seok Lee, B. Ju et al. · 2021 · Journal of Alloys and Compounds
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    Tommaso Zanotti, Francesco Maria Puglisi, Paolo Pavan · 2021 · IEEE Transactions on Device and Materials Reliability
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    C. Bengel, A. Siemon, V. Rana, S. Menzel · 2021 · International Symposium on Circuits and Systems
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    Xiaoxin Xu, Qing Luo, Tian-Cheng Gong, H. Lv, Qi Liu, Ming Liu · 2021 · Chinese Physics B
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    Insik Yoon, A. Khan, S. Datta, A. Raychowdhury, Mu-Ya Chang, K. Ni, M. Jerry, Samantak Gangopadhyay, Gus Henry Smith, Tomer Hamam et al. · 2019 · IEEE Journal on Exploratory Solid-State Computational Devices and Circuits
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    Li-Xia Han, Peng Huang, Yi-Jiao Wang, Zheng Zhou, Haozhang Yang, Yi-Yang Chen, Xiao-Yan Liu, Jin-Feng Kang · 2025 · Science China Information Sciences
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    Jun Huang, Aftab Saleem, Yu-Hang Poh, T. Tseng · 2024 · IEEE Transactions on Electron Devices
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35. Long-term and short-term memory networks based on forgetting memristors
    Yi Liu, Ling Chen, Chuan-Dong Li, Xin Liu, Wenhao Zhou, Ke Li · 2023 · Soft Computing - A Fusion of Foundations, Methodologies and Applications
36. Emerging Nonvolatile Memories for Machine Learning
    A. Mehonic, D. Joksas · 2023 · arXiv.org
37. Effect of Oxygen Exchange between Two Oxide Layers of a Memristive Bilayer Valence-Change Memory Cell on the Switching Polarity
    Nils Sommer, R. Dittmann, S. Menzel · 2023 · Physical Review Applied
38. Physics-based compact modelling of the analog dynamics of HfO x resistive memories
    F. Vaccaro, S. Brivio, S. Perotto, A. G. Mauri, S. Spiga · 2022 · Neuromorph. Comput. Eng.
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    V. Gund, Benyamin Davaji, Shubham Jadhav, Hyunjea Lee, D. Jena, H. Xing, A. Lal · 2022 · 2022 Joint Conference of the European Frequency and Time Forum and IEEE International Frequency Control Symposium (EFTF/IFCS)
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    T. Guo, Bai Sun, Shubham Ranjan, Cheng Du, Bryce Joseph Kieffer, Joel Philip Mills, Yongcheng Tong, Lan Wei, Y. N. Zhou, Yimin A. Wu · 2021 · Physica Status Solidi (a)
41. TiN-Mediated Multi-Level Negative Photoconductance of the ZrO2 Breakdown Path
    Yu Zhou, T. Kawashima, D. Ang · 2017 · IEEE Journal of the Electron Devices Society
42. Correlation between linear conductance variability and accuracy in neuromorphic computing using AuNP-DNA/HfO2 bilayer memristor devices
    Myoungsu Chae, Doowon Lee, Hyunbin Lee, Yuseong Jang, Taegi Kim, Youngeun Kim, Hee-Dong Kim · 2025 · Measurement
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    Chun-Yi Lin, Jui-Yu Hsieh, Po-Chuan Wang, Chia-Chin Tsai, C. Pai · 2024 · APL Machine Learning
44. Effect of RF power on analog synaptic behavior of sputter-deposited InGaZnO films for neuromorphic computing applications
    D. Shin, Seung Joo Myoung, Donguk Kim, Changwook Kim, Jong-Ho Bae, Sung-Jin Choi, D. M. Kim, Ji-Yong Woo, Dae Hwan Kim · 2024 · Ceramics International
45. Strategy to improve synaptic behavior of ion-actuated synaptic transistors—the use of ion blocking layer to improve state retention
    Seonuk Jeon, N. Tessler, Nayeon Kim, E. Hong, Hyun Wook Kim, Ji-Yong Woo · 2024 · Scientific Reports
46. Flexible Electrolyte-Based Devices for Neuromorphic Electronics
    Hong-Lin Song, Yan-Ran Li, Zhuohui Huang, Yi Zhang, Jie Jiang · 2024 · IEEE Journal on Flexible Electronics
47. WOx channel engineering of Cu-ion-driven synaptic transistor array for low-power neuromorphic computing
    Seonuk Jeon, He Kang, Hyunjeong Kwak, Kyungmi Noh, Seungkun Kim, Nayeon Kim, Hyun Wook Kim, E. Hong, Seyoung Kim, Ji-Yong Woo · 2023 · Scientific Reports
48. Accuracy improvement in Ag:a-Si memristive synaptic device-based neural network through Adadelta learning method on handwritten-digit recognition
    Yıldıran Yılmaz · 2023 · Neural computing & applications (Print)
49. Improved Uniformity of TaOx-Based Resistive Switching Memory Device by Inserting Thin SiO2 Layer for Neuromorphic System
    Dongyeol Ju, Sunghun Kim, Junwon Jang, Sungjun Kim · 2023 · Materials
50. High Linearity Synaptic Devices Using Ar Plasma Treatment on HfO2 Thin Film with Non-Identical Pulse Waveforms
    Ke-Jing Lee, Yu-Chuan Weng, Li-Wen Wang, Hsin-Ni Lin, Parthasarathi Pal, Sheng-Yuan Chu, D. Lu, Yeong-Her Wang · 2022 · Nanomaterials
51. Phase field study on the performance of artificial synapse device based on the motion of domain wall in ferroelectric thin films
    W. Xiong, Lin-Jie Liu, Jianyi Liu, Weijin Chen, Yue Zheng · 2021 · Applied Physics Letters
52. Excellent Pattern Recognition Accuracy of Neural Networks Using Hybrid Synapses and Complementary Training
    Myonghoon Kwak, Wooseok Choi, Seongjae Heo, Chuljun Lee, R. Nikam, Seyoung Kim, H. Hwang · 2021 · IEEE Electron Device Letters
53. Ultralow power switching of Ta2O5/AlOX bilayer synergistic resistive random access memory
    Chuang Li, Fang Wang, Kai Hu, Wen-Xi Li, Jin-Shi Zhao, Tian-Ling Ren, Zhitang Song, Kai-Liang Zhang · 2020 · Journal of Physics D: Applied Physics
54. Parallel Product-Sum Operation Neuromorphic Systems with 4-bit Ferroelectric FET Synapses
    Koki Kamimura, Susumu Nohmi, Kenta Suzuki, K. Takeuchi · 2019 · European Solid-State Device Research Conference
55. Resistive switching memories
    S. Brivio, S. Menzel · 2020 · Elsevier eBooks
56. Optoelectronic Synaptic Properties of Y-doped HfO2 Ferroelectric Memristor for Neuromorphic Computing
    Zhi-Liang Tong, Yan Jiang, Min-Huang, Xin‐Gui Tang, Zhen-Hua Tang, Xiao-Bin Guo, Wen-Hua Li, Yi-chun Zhou · 2025 · Physica. B, Condensed matter
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    Yunsur Kim, Hyejin Kim, Seonuk Jeon, Hyun Wook Kim, E. Hong, Nayeon Kim, Hyeonsik Choi, Hyoungjin Park, Jiae Jeong, Daeseok Lee et al. · 2024 · IEEE Transactions on Electron Devices
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    Md Tawsif Rahman Chowdhury, Huynh Quang Nguyen Vo, Paritosh Ramanan, Murat Yildirim, G. Tutuncuoglu · 2024 · International Conference on Systems
59. Mem-elements based Neuromorphic Hardware for Neural Network Application
    Ankur Singh · 2024 · Social Science Research Network
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    J. H. Yoon, M. Song, Young-Woong Song, J. Park, Jang-Yeon Kwon · 2024 · Journal of Alloys and Compounds
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    M. A. Kaleem, Jack Cai, A. Amirsoleimani, R. Genov · 2023 · International Symposium on Circuits and Systems
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    E. Hong, Seonuk Jeon, Nayeon Kim, Hyun Wook Kim, He Kang, K. Moon, Ji-Yong Woo · 2023 · AIP Advances
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    O. Kwon, Hong-yul Lee, Sungjun Kim · 2022 · Materials
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    Anhe Bamao, Yaxin Xia, Guo-Kun Ma, Xiaoxu Yuan, Zisheng Yang, Ao Chen, Chun-Chu Lin, Ting-Chang Chang, Hao Wang · 2022 · Ceramics International
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    Hui He, Yi-Fei Pei, Jing-Juan Wang, Zichang Zhang, Jing Liu, Lei Yan, Ying Zhao, Xiaoyu Li, Yongxin Wei, Jing-Sheng Chen et al. · 2022 · IEEE Transactions on Electron Devices
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    Liangliang Chen, Zhong-Yuan Ma, Kangmin Leng, Tong Chen, Hongsheng Hu, Yang Yang, W. Li, Jun Xu, Ling Xu, Kun-Ji Chen · 2022 · Nanomaterials
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    William Cheng-Yu Ma, Chun-Jung Su, Yao-Jen Lee, K. Kao, Ting-Hsuan Chang, Jui-Che Chang, Pin-Hua Wu, Cheng-Lun Yen, Ju-Heng Lin · 2022 · Semiconductor Science and Technology
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    Yudi Zhao, Rui-Qi Chen, Peng Huang, Jin-Feng Kang · 2021 · Frontiers in Nanotechnology
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    Hao Xie, Zhili Wang, Yan-Bin Yang, Xiao-Hui Hu, Hong Liu, Wei Qi · 2021 · Progress In Electromagnetics Research
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    Jin-Dan Li, Zhao-Xian Wu, Gaowen Liu, Tayfun Gokmen, Tian-Yi Chen · 2025 · arXiv.org
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    Wannian Wang, Shun Xu, Jiabao Ye, Jiayi Zhao, Junru Qu, Sebastien Loubriat, Guillaume Besnard, Christophe Maleville, Olivier Weber, Franck Arnaud et al. · 2025 · IEEE Transactions on Electron Devices
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    Jiaqi Yan, Hong-Jia Song, X. Zhong, Jin-Bin Wang, Hong-Xia Guo, Xiao-Ping Ouyang · 2023 · IEEE Transactions on Nuclear Science
73. Convolutional networks with short-term memory effects
    Chencheng Gong, Ling Chen, Xin Liu · 2023 · Microprocessors and microsystems
74. Self-consistent Automated Parameter Extraction of RRAM Physics-Based Compact Model
    T. Zanotti, P. Pavan, F. Puglisi · 2022 · European Solid-State Device Research Conference
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    Yu-Chuan Shih, Ying-Chun Shen, Yen-Kai Cheng, Mayur Chaudhary, Tzu-Yi Yang, Yi‐Jen Yu, Y. Chueh · 2021 · ACS Applied Materials and Interfaces
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    Y. Kim, S. Seo, S. Consiglio, P. Jamison, H. Higuchi, M. Rasch, E. Wu, D. Kong, I. Saraf, C. Catano et al. · 2021 · IEEE Electron Device Letters
77. Smart Logic-in-Memory Architecture For Ultra-Low Power Large Fan-In Operations
    T. Zanotti, F. Puglisi, P. Pavan · 2020 · International Conference on Artificial Intelligence Circuits and Systems
78. A Physics-Based Analytic Model of Analog Switching Resistive Random Access Memory
    L. Cai, Wang-Yong Chen, Yudi Zhao, Xiao-Yan Liu, Jin-Feng Kang, Xing Zhang, Peng Huang · 2020 · IEEE Electron Device Letters
79. Enhance the Robustness to Time Dependent Variability of ReRAM-Based Neuromorphic Computing Systems with Regularization and 2R Synapse
    Qilin Zheng, Jian Kang, Zong-Wei Wang, Yi-Mao Cai, Ru Huang, Bing Li, Yi-Ran Chen, H. Li · 2019 · International Symposium on Circuits and Systems
80. MASTISK: Simulation Framework For Design Exploration Of Neuromorphic Hardware
    Tinish Bhattacharya, V. Parmar, M. Suri · 2018 · IEEE International Joint Conference on Neural Network
81. RRAM-Based Neuromorphic Computing Systems
    P. A. Dananjaya, Roshan Gopalakrishnan, W. Lew · 2021 · Springer eBooks
82. Complementary memristor based on Al/TiO2/graphene oxide/indium tin oxides Resistive Random Access Memory by spin-coating techniques
    Jin-Yan Pan, Qiao Huang, Ruotong He, Tiejun Li, Hongyang He, Lingsen Yan, Zhen-Ping Wang, Yan Liu, Jing Li, Yunlong Gao · 2025 · Thin Solid Films
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    Vaishnavi M. Rajesh, G. Dayal, J. Gondhalekar, K. B. Jinesh · 2025 · Materials Science in Semiconductor Processing
84. Ternary Łukasiewicz logic using memristive devices
    C. Bengel, Feng Liu, Ziang Chen, Xianyue Zhao, R. Waser, Heidemarie Schmidt, Nan Du, S. Menzel · 2023 · Neuromorph. Comput. Eng.
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    Jongwon Lee, R. Nikam, Dongmin Kim, Hyunsang Hwang · 2023 · IEEE Transactions on Electron Devices
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    He Kang, Nayeon Kim, Seonuk Jeon, Hyun Wook Kim, E. Hong, Seyoung Kim, Ji-Yong Woo · 2022 · Frontiers in Nanotechnology
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    L. Bégon-Lours, M. Halter, Diana Dávila Pineda, Youri Popoff, V. Bragaglia, A. La Porta, D. Jubin, J. Fompeyrine, B. Offrein · 2021 · IEEE Electron Devices Technology and Manufacturing Conference
88. High-Accuracy Deep Neural Networks Using a Contralateral-Gated Analog Synapse Composed of Ultrathin MoS₂ nFET and Nonvolatile Charge-Trap Memory
    Yun-Yan Chung, Chao-Ching Cheng, Yu-Che Chou, W. Chueh, Wan-Hsuan Chung, Zhihao Yu, Terry Y. T. Hung, Lin-Yun Huang, Shin-Yuan Wang, Li-Cheng Teng et al. · 2020 · IEEE Electron Device Letters
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    T. Iwata, Y. Nishi, T. Kimoto · 2020 · Thin Solid Films
90. HfOx-based nano-wedge structured resistive switching memory device operating at sub-μA current for neuromorphic computing application
    Dong Keun Lee, Min-Hwi Kim, Suhyun Bang, Tae-Hyeon Kim, Yeon-Joon Choi, Sungjun Kim, Seongjae Cho, Byung-Gook Park · 2020 · Semiconductor Science and Technology
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    Po-An Chen, Ruijing Ge, Jia-Wei Lee, Chun-Hsiang Hsu, Wei-Chou Hsu, D. Akinwande, Meng-Hsueh Chiang · 2018 · Nanotechnology Materials and Devices Conference
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    A. Padovani, L. Larcher, J. Woo, H. Hwang · 2017 · Non-Volatile Memory Technology Symposium
93. Neuromorphic Computing Using Memristor Crossbar Networks: A Focus on Bio-Inspired Approaches
    YeonJoo Jeong, Wei Dong Lu · 2018 · IEEE Nanotechnology Magazine
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    Sang-Uk Lee, Eun Ho Kim, Seung-Joo Chang, Yeon-Woo Choi, Ya-Lan Zhang, Donghwa Lee, Nam-Gyu Park · 2026 · ACS Applied Electronic Materials
95. The effects of inserted layers (HfO2, ZrO2, Y2O3, La2O3) on the ferroelectric and synaptic properties of Zr-doped HfO2 sandwich structure
    Chulwon Chung, Kyungsoo Park, S. Yun, Junhyeok Park, H. Jeong, Changhwan Choi · 2025 · Applications of Surface Science
96. Reliability-Ensured and Fast (< 100 ns) Analog Synpase for Training Accelerators: All-Sputtered HfOy/HfOxRRAM
    Yunsur Kim, Seonuk Jeon, Seokjae Lim, Ji-Yong Woo · 2025 · IEEE International Reliability Physics Symposium
97. Reliability-Enhanced Reverse Forming Operation Scheme for Analog Resistive Random-Access Memory
    Zhi-Xing Jiang, Yue Xi, Yuyao Lu, Jian-Shi Tang, Ruofei Hu, Yiwei Du, B. Gao, H. Qian, Hua-Qiang Wu · 2025 · IEEE Electron Device Letters
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    Mohammad Sabri, Marc Riera, A. Gonz'alez · 2024 · arXiv.org
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    A. Antola, I. Angervo, H. Huhtinen, M. Miettinen, A. Schulman, P. Paturi · 2024 · Applied Physics Letters
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     So-Yeon Kwon, W. Ko, Jun-Ho Byun, Do-Yeon Lee, H. Lee, Ga-Won Lee · 2024 · Electronic Materials