journal article·2026-03-25

Monolayer MoS 2 Optoelectronic Synapses on Fe:LiNbO 3 Substrate with Photovoltaic Control for Neuromorphic Applications

Gangrui Cao, Shitao Wang, Xu Gao, Qingqiang Cui, Yang Tan, Feng Chen

ACS Applied Materials & Interfaces· Volume 18· Issue 11
Publisher page

Abstract

Two-dimensional (2D) materials, with excellent optoelectronic properties and ultrathin structural features, have emerged as promising candidates for constructing optoelectronic synapse devices (OSDs). However, these 2D OSDs rely on van der Waals heterostructures formed by stacking multiple 2D materials or hybrid stacks of 2D and organic materials, a process that significantly complicates device fabrication. In this work, we simplify the structure of 2D OSDs to a monolayer molybdenum disulfide (MoS 2 ) with a Fe:LiNbO 3 crystal as the substrate. A monolayer MoS 2 was transferred onto the surface of Fe:LiNbO 3 with a pair of electrodes. Under the illumination of a 632.8 nm optical signal, a spatial electric field distribution was generated on the Fe:LiNbO 3 surface due to the photovoltaic effect, which modulates the band structure of MoS 2, thereby realizing the optical signal perception and storage. This MoS 2 /Fe:LiNbO 3 structure exhibits remarkable optical synapse-like properties, including both long-term and short-term synaptic plasticity, with a paired-pulse facilitation index of 1.32. Based on this, the flicker fusion visual characteristics in biology were simulated, and the critical fusion frequency was measured to be 0.5 mHz. The result indicates the device has advantages in perceiving low-frequency signals below 0.5 mHz in multifrequency environments. Meanwhile, the MoS 2 /Fe:LiNbO 3 structure, serving as a visual neural synapse, exhibited excellent noise filtering ability for input signals. After a noisy data set was processed by the device for 1546 s, the accuracy of image recognition training increased significantly from the original 88.7% to 99.5%. This work simplifies the structure of 2D OSDs, benefiting the construction of visual optoelectronic synapse devices.
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Research context

OpenAlex topics: 2D Materials and Applications · Advanced Memory and Neural Computing · Neural Networks and Reservoir Computing

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

School of Physics

Shandong University

Funding

State Key Laboratory of Nuclear Physics and Technology, Peking University · National Natural Science Foundation of China

References (65)

Show source-provided references
1. 10.1016/j.esci.2023.10017810.1016/j.esci.2023.100178 ↗
2. 10.1002/smll.20250411810.1002/smll.202504118 ↗
3. 10.1038/s41565-020-0655-z10.1038/s41565-020-0655-z ↗
4. 10.1002/inf2.1212210.1002/inf2.12122 ↗
5. 10.1002/adma.20230198610.1002/adma.202301986 ↗
6. 10.1038/s41467-024-55293-910.1038/s41467-024-55293-9 ↗
7. 10.1021/acsami.5c1973110.1021/acsami.5c19731 ↗
8. 10.1021/acsami.4c0150110.1021/acsami.4c01501 ↗
9. 10.1038/s41377-023-01166-710.1038/s41377-023-01166-7 ↗
10. 10.1038/s41377-022-01031-z10.1038/s41377-022-01031-z ↗
11. 10.1021/acsphotonics.4c0037910.1021/acsphotonics.4c00379 ↗
12. 10.1038/s41467-024-51194-z10.1038/s41467-024-51194-z ↗
13. 10.1002/adfm.20230558910.1002/adfm.202305589 ↗
14. 10.1038/s41928-023-01034-710.1038/s41928-023-01034-7 ↗
15. 10.1002/adma.20240158510.1002/adma.202401585 ↗
16. 10.1016/j.nanoen.2023.10839810.1016/j.nanoen.2023.108398 ↗
17. 10.1002/inf2.1231710.1002/inf2.12317 ↗
18. 10.1021/acsnano.3c0382010.1021/acsnano.3c03820 ↗
19. 10.1002/adfm.20231680210.1002/adfm.202316802 ↗
20. 10.1002/adfm.20240384210.1002/adfm.202403842 ↗
21. 10.1021/acsami.1c0792810.1021/acsami.1c07928 ↗
22. 10.1021/acs.nanolett.1c0324010.1021/acs.nanolett.1c03240 ↗
23. 10.1109/LED.2022.316409010.1109/LED.2022.3164090 ↗
24. 10.1016/j.ccr.2025.21695010.1016/j.ccr.2025.216950 ↗
25. 10.1002/adfm.20240843510.1002/adfm.202408435 ↗
26. 10.1364/AOP.41102410.1364/AOP.411024 ↗
27. 10.1002/adfm.20241965110.1002/adfm.202419651 ↗
28. 10.15302/frontphys.2025.05430110.15302/frontphys.2025.054301 ↗
29. 10.1364/OE.38915310.1364/OE.389153 ↗
30. 10.1063/1.492937410.1063/1.4929374 ↗
31. 10.1002/smll.20241246710.1002/smll.202412467 ↗
32. 10.1016/j.apsusc.2024.16033110.1016/j.apsusc.2024.160331 ↗
33. 10.1002/adfm.20250597110.1002/adfm.202505971 ↗
34. 10.1002/adma.20230588210.1002/adma.202305882 ↗
35. 10.1038/s41598-017-16454-710.1038/s41598-017-16454-7 ↗
36. Springer Photorefractive Materials and Their Applications 1: Basic Effects . Gunter, P.; Huignard, J.P. Eds. Springer: Heidelberg, 1988 pp. 1989.
37. 10.1038/nphoton.2009.14210.1038/nphoton.2009.142 ↗
38. 10.1038/nnano.2010.27910.1038/nnano.2010.279 ↗
39. 10.1007/s40820-025-01708-110.1007/s40820-025-01708-1 ↗
40. 10.1002/admt.20250078610.1002/admt.202500786 ↗
41. 10.1021/acsnano.1c0990410.1021/acsnano.1c09904 ↗
42. 10.1002/adfm.20211305310.1002/adfm.202113053 ↗
43. 10.1038/nrn255810.1038/nrn2558 ↗
44. 10.1146/annurev.physiol.64.092501.11454710.1146/annurev.physiol.64.092501.114547 ↗
45. 10.1063/1.480437410.1063/1.4804374 ↗
46. 10.1016/j.jcis.2025.13810510.1016/j.jcis.2025.138105 ↗
47. 10.1016/j.mtcomm.2022.10395710.1016/j.mtcomm.2022.103957 ↗
48. 10.34133/2019/161879810.34133/2019/1618798 ↗
49. 10.1021/acsami.3c1916510.1021/acsami.3c19165 ↗
50. 10.1038/s41565-023-01379-210.1038/s41565-023-01379-2 ↗
51. 10.1016/j.tics.2017.11.00110.1016/j.tics.2017.11.001 ↗
52. 10.1016/j.nanoen.2020.10524610.1016/j.nanoen.2020.105246 ↗
53. 10.1002/adfm.20231350710.1002/adfm.202313507 ↗
54. 10.1007/s11432-024-4200-510.1007/s11432-024-4200-5 ↗
55. 10.1002/adfm.20240010510.1002/adfm.202400105 ↗
56. 10.1002/admt.20230135510.1002/admt.202301355 ↗
57. 10.1002/eem2.7007510.1002/eem2.70075 ↗
58. 10.1002/adfm.20251168710.1002/adfm.202511687 ↗
59. 10.1002/aisy.20220032810.1002/aisy.202200328 ↗
60. 10.1016/j.nanoen.2025.11094310.1016/j.nanoen.2025.110943 ↗
61. 10.1002/adma.20241078310.1002/adma.202410783 ↗
62. 10.1002/adfm.20230288510.1002/adfm.202302885 ↗
63. 10.1021/acs.nanolett.3c0185310.1021/acs.nanolett.3c01853 ↗
64. 10.1016/j.apmt.2022.10172810.1016/j.apmt.2022.101728 ↗
65. 10.1002/adma.20231152410.1002/adma.202311524 ↗