Effect of the Threshold Kinetics on the Filament Relaxation Behavior of Ag-Based Diffusive Memristors

被引:87
作者
Chekol, Solomon Amsalu [1 ,2 ,3 ]
Menzel, Stephan [1 ,2 ]
Ahmad, Rana Walied [1 ,2 ,3 ]
Waser, Rainer [1 ,2 ,4 ]
Hoffmann-Eifert, Susanne [1 ,2 ]
机构
[1] Forschungszentrum Julich, Peter Grunberg Inst PG17 & 10, Wilhelm Johnen Str, D-52428 Julich, Germany
[2] Forschungszentrum Julich, JARA FIT, Wilhelm Johnen Str, D-52428 Julich, Germany
[3] Rhein Westfal TH Aachen, Templergraben 55, D-52062 Aachen, Germany
[4] Rhein Westfal TH Aachen, Inst Mat Elect Engn & Informat Technol 2, Sommerfeldstr 24, D-52074 Aachen, Germany
关键词
electrochemical metallization; diffusive memristor; relaxation time; switching kinetics; threshold switching; volatile switches; SWITCHING CHARACTERISTICS; NEURAL-NETWORKS; DEVICES; DYNAMICS; NEURONS; GROWTH; RERAM; DISSOLUTION; NUCLEATION; EVOLUTION;
D O I
10.1002/adfm.202111242
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
Owing to their unique features such as thresholding and self-relaxation behavior diffusive memristors built from volatile electrochemical metallization (v-ECM) devices are drawing attention in emerging memories and neuromorphic computing areas such as temporal coding. Unlike the switching kinetics of non-volatile ECM cells, the thresholding and relaxation dynamics of diffusive memristors are still under investigation. Comprehension of the kinetics and identification of the underlying physical processes during switching and relaxation are of utmost importance to optimize and modulate the performance of threshold devices. In this study, the switching dynamics of Ag/HfO2/Pt v-ECM devices are investigated. Depending on the amplitude and duration of applied voltage pulses, the threshold kinetics and the filament relaxation are analyzed in a comprehensive approach. This enables the identification of different mechanisms as the rate-limiting steps for filament formation and, consequently, to simulate the threshold kinetics using a physical model modified from non-volatile ECM. New insights gained from the combined threshold and relaxation kinetics study outline the significance of the filament formation and growth process on its relaxation time. This knowledge can be directly transferred into the optimization of the operation conditions of diffusive memristors in neuromorphic circuits.
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页数:11
相关论文
共 83 条
[41]   Controlled local filament growth and dissolution in Ag-Ge-Se [J].
Schindler, Christina ;
Szot, Krzysztof ;
Karthaeuser, Silvia ;
Waser, Rainer .
PHYSICA STATUS SOLIDI-RAPID RESEARCH LETTERS, 2008, 2 (03) :129-131
[42]   Faradaic currents during electroforming of resistively switching Ag-Ge-Se type electrochemical metallization memory cells [J].
Schindler, Christina ;
Valov, Ilia ;
Waser, Rainer .
PHYSICAL CHEMISTRY CHEMICAL PHYSICS, 2009, 11 (28) :5974-5979
[43]   A Review of Three-Dimensional Resistive Switching Cross-Bar Array Memories from the Integration and Materials Property Points of View [J].
Seok, Jun Yeong ;
Song, Seul Ji ;
Yoon, Jung Ho ;
Yoon, Kyung Jean ;
Park, Tae Hyung ;
Kwon, Dae Eun ;
Lim, Hyungkwang ;
Kim, Gun Hwan ;
Jeong, Doo Seok ;
Hwang, Cheol Seong .
ADVANCED FUNCTIONAL MATERIALS, 2014, 24 (34) :5316-5339
[44]   Neuroinspired unsupervised learning and pruning with subquantum CBRAM arrays [J].
Shi, Yuhan ;
Nguyen, Leon ;
Oh, Sangheon ;
Liu, Xin ;
Koushan, Foroozan ;
Jameson, John R. ;
Kuzum, Duygu .
NATURE COMMUNICATIONS, 2018, 9
[45]  
Shiu RK, 2017, IEEE INT C ELECTR TA
[46]  
Shukla N, 2016, INT EL DEVICES MEET, DOI 10.1109/IEDM.2016.7838542
[47]   Silver-Adapted Diffusive Memristor Based on Organic Nitrogen-Doped Graphene Oxide Quantum Dots (N-GOQDs) for Artificial Biosynapse Applications [J].
Sokolov, Andrey Sergeevich ;
Ali, Mumtaz ;
Riaz, Rabia ;
Abbas, Yawar ;
Ko, Min Jae ;
Choi, Changhwan .
ADVANCED FUNCTIONAL MATERIALS, 2019, 29 (18)
[48]   Effects of Liner Thickness on the Reliability of AgTe/TiO2-Based Threshold Switching Devices [J].
Song, Jeonghwan ;
Woo, Jiyong ;
Yoo, Jongmyung ;
Chekol, Solomon Amsalu ;
Lim, Seokjae ;
Sung, Changhyuck ;
Hwang, Hyunsang .
IEEE TRANSACTIONS ON ELECTRON DEVICES, 2017, 64 (11) :4763-4767
[49]   Threshold Selector With High Selectivity and Steep Slope for Cross-Point Memory Array [J].
Song, Jeonghwan ;
Woo, Jiyong ;
Prakash, Amit ;
Lee, Daeseok ;
Hwang, Hyunsang .
IEEE ELECTRON DEVICE LETTERS, 2015, 36 (07) :681-683
[50]   On the stochastic nature of resistive switching in Cu doped Ge0.3Se0.7 based memory devices [J].
Soni, R. ;
Meuffels, P. ;
Staikov, G. ;
Weng, R. ;
Kuegeler, C. ;
Petraru, A. ;
Hambe, M. ;
Waser, R. ;
Kohlstedt, H. .
JOURNAL OF APPLIED PHYSICS, 2011, 110 (05)