Solution-processed inorganic δ-phase CsPbI 3 electronic synapses with short- and long-term plasticity in a crossbar array structure
Source abstract
Abstract
Electronic synapses based on memristive devices can potentially open a niche area for neuromorphic computing by replicating the function of biological synapses with high fidelity. Recently, two-terminal memristors based on halide perovskites have demonstrated outstanding memristive properties and a variety of synaptic characteristics, combining with their additional advantages such as a solution-processed fabrication method and low crystalline temperature. However, the concerns over the chemical and phase stability of halide perovskites greatly hinder their practical applications. In this study, by using a simple single-step spin-coating method, we report artificial synapses with superior ambient stability (>90 days under ambient conditions) based on fully inorganic nonperovskite δ-phase CsPbI3 in a cross-bar array architecture. The threshold switching memristive device exhibits a moderate ON/OFF ratio, a relatively low operation voltage (0.3 V) and high endurance (>5 × 105). More importantly, the electronic device can emulate synaptic characteristics such as short-term plasticity, paired-pulse facilitation, and the transition from short-term memory to long-term memory with a high output signal-to-noise ratio (>102). This work represents the first record for artificial synapses based on nonperovskite CsPbI3 and will be a step toward achieving low-cost and high-density practical synapse arrays.
Source: openalex_inverted_index · Quality: candidate unverified · Source record ↗
Research context
OpenAlex topics: Advanced Memory and Neural Computing · Perovskite Materials and Applications · Photoreceptor and optogenetics research
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
Affiliations
Solid State Physics & Material Research Laboratory
School of Physics and Electronic Engineering
Guangzhou University
Guangzhou
China
Funding
Natural Science Foundation of Guangdong Province · Department of Education of Guangdong Province · National Natural Science Foundation of China
References (47)
Show source-provided references
1. Jo · Nano Lett. · 2010 · 10 · 129710.1021/nl904092h ↗
2. Song · Adv. Electron. Mater. · 2018 · 4 · 180025210.1002/aelm.201800252 ↗
3. Strukov · Nature · 2008 · 453 · 8010.1038/nature06932 ↗
4. Yang · Nat. Nanotechnol. · 2013 · 8 · 1310.1038/nnano.2012.240 ↗
5. Wang · Nat. Mater. · 2017 · 16 · 10110.1038/nmat4756 ↗
6. Xia · Nat. Mater. · 2019 · 18 · 30910.1038/s41563-019-0291-x ↗
7. Choi · Adv. Mater. · 2018 · 30 · 0935
8. Gao · Chem. Soc. Rev. · 2018 · 48 · 153110.1039/C8CS00614H ↗
9. Ge · Nanoscale · 2020 · 12 · 72010.1039/C9NR08001E ↗
10. Ge · Nanoscale · 2019 · 11 · 659110.1039/C8NR08721K ↗
11. Pan · Nanotechnology · 2018 · 30 · 06560510.1088/1361-6528/aaf17c ↗
12. Pan · J. Mater. Chem. A · 2018 · 6 · 1868710.1039/C8TA06789A ↗
13. Wang · J. Mater. Chem. C · 2018 · 6 · 1099410.1039/C8TC03668C ↗
14. Miyasaka · Adv. Energy Mater. · 2019 · 10 · 190250010.1002/aenm.201902500 ↗
15. Zhang · J. Mater. Chem. C · 2019 · 7 · 1413010.1039/C9TC04766B ↗
16. Pan · Sol. Energy Mater. Sol. Cells · 2020 · 209 · 11047710.1016/j.solmat.2020.110477 ↗
17. Rao · Opt. Mater. Express · 2020 · 10 · 137410.1364/OME.388429 ↗
18. Tan · Nat. Nanotechnol. · 2014 · 9 · 68710.1038/nnano.2014.149 ↗
19. Yao · J. Mater. Chem. C · 2018 · 6 · 440910.1039/C8TC00592C ↗
20. Kang · Adv. Mater. · 2019 · 31 · 180484110.1002/adma.201804841 ↗
21. oo · Adv. Mater. · 2015 · 27 · 617010.1002/adma.201502889 ↗
22. Xu · Adv. Mater. · 2016 · 28 · 591610.1002/adma.201506363 ↗
23. Li · J. Mater. Chem. C · 2019 · 7 · 747610.1039/C9TC02233C ↗
24. Wang · Joule · 2017 · 1 · 37110.1016/j.joule.2017.07.017 ↗
25. Wang · J. Mater. Chem. C · 2019 · 7 · 559610.1039/C9TC01205B ↗
26. Chen · J. Mater. Chem. A · 2019 · 7 · 2020110.1039/C9TA04839A ↗
27. Liu · ACS Appl. Mater. Interfaces · 2017 · 9 · 617110.1021/acsami.6b15149 ↗
28. Wu · Nano Res. · 2017 · 10 · 158410.1007/s12274-016-1288-2 ↗
29. Han · Adv. Funct. Mater. · 2018 · 28 · 170578310.1002/adfm.201705783 ↗
30. Ge · Adv. Mater. Interfaces · 2019 · 6 · 180207110.1002/admi.201802071 ↗
31. Ge · ACS Appl. Mater. Interfaces · 2018 · 10 · 2462010.1021/acsami.8b07079 ↗
32. Kim · Adv. Funct. Mater. · 2019 · 29 · 190668610.1002/adfm.201906686 ↗
33. Xu · ACS Appl. Mater. Interfaces · 2020 · 12 · 940910.1021/acsami.9b17680 ↗
34. Kim · ACS Nano · 2018 · 12 · 168010.1021/acsnano.7b08331 ↗
35. Ohno · Nat. Mater. · 2011 · 10 · 59110.1038/nmat3054 ↗
36. Hsiung · ACS Nano · 2010 · 4 · 541410.1021/nn1010667 ↗
37. Najem · ACS Nano · 2018 · 12 · 470210.1021/acsnano.8b01282 ↗
38. Zhou · Nat. Nanotechnol. · 2019 · 14 · 77610.1038/s41565-019-0501-3 ↗
39. Bid · Phys. Rev. B: Condens. Matter Mater. Phys. · 2006 · 74 · 03542610.1103/PhysRevB.74.035426 ↗
40. Yoon · Nat. Commun. · 2018 · 9 · 41710.1038/s41467-017-02572-3 ↗
41. Choi · Adv. Mater. · 2016 · 28 · 656210.1002/adma.201600859 ↗
42. Zhu · Adv. Mater. · 2017 · 29 · 170052710.1002/adma.201700527 ↗
43. Wu · Nano Res. · 2016 · 10 · 158410.1007/s12274-016-1288-2 ↗
44. Zhang · IEEE Electron Device Lett. · 2017 · 38 · 120810.1109/LED.2017.2722463 ↗
45. Zhang · IEEE Electron Device Lett. · 2018 · 39 · 30810.1109/LED.2017.2782752 ↗
46. Zhang · Nat. Commun. · 2020 · 11 · 5110.1038/s41467-019-13827-6 ↗
47. Zhu · Nat. Commun. · 2020 · 11 · 243910.1038/s41467-020-16261-1 ↗