journal article·2024-08

Broadband Artificial Tetrachromatic Synaptic Devices Composed of 2D/3D Integrated WSe2‐GaN‐based Dual‐Channel Floating Gate Transistors

Zijia Su, Yong Yan, Maorong Sun, Zihao Xuan, Hengxiao Cheng, Dongyang Luo, Zhixiang Gao, Huabin Yu, Haochen Zhang, Chengjie Zuo, Haiding Sun

Advanced Functional Materials· Volume 34· Issue 33
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Abstract

Abstract The development of artificial tetrachromatic vision holds great potential to enhance human color perception and discrimination, thereby enabling more effective navigation in diverse environments. Herein, an artificial tetrachromatic synaptic device is presented built upon 2D‐3D vertically stacked semiconductors composed of tungsten diselenide (WSe2)‐gallium nitride (GaN) configuration, forming a dual‐channel floating gate transistor (FGT). Under the concerted influence of electrical and optical stimulation, the device successfully mimics fundamental tetrachromatic synaptic behaviors, including short‐term potentiation (STP), weak long‐term potentiation (wLTP), long‐term potentiation (LTP), paired‐pulse facilitation (PPF), spike number‐dependent plasticity (SNDP), and spike rate‐dependent plasticity (SRDP). Notably, the plasticity of the device can be further modulated under ultraviolet (UV) stimulation, providing insights into the modulation of synaptic plasticity through the photogenerated carrier dynamics in the GaN channel. These results imply that WSe2‐GaN‐based FGT architecture with dual‐channel characteristics seamlessly integrates optical sensing and synaptic simulation functionalities, representing a promising avenue for the development of next‐generation artificial visual perception systems (AVPS), with a particular advantage for the pursuit of high‐performance artificial tetrachromatic neuromorphic computing applications of the future.
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Research context

OpenAlex topics: Advanced Memory and Neural Computing · Perovskite Materials and Applications · Transition Metal Oxide Nanomaterials

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

Affiliations

iGaN Laboratory School of Microelectronics University of Science and Technology of China Hefei Anhui 230026 China

SRS Laboratory, School of Microelectronics University of Science and Technology of China Hefei Anhui 230026 China

Funding

National Key Research and Development Program of China · National Natural Science Foundation of China

References (60)

Show source-provided references
1. 10.1038/s41928-022-00747-510.1038/s41928-022-00747-5 ↗
2. 10.1002/adfm.20230353910.1002/adfm.202303539 ↗
3. 10.1002/adma.20180396110.1002/adma.201803961 ↗
4. 10.1038/s41565-019-0501-310.1038/s41565-019-0501-3 ↗
5. 10.1038/s41586-020-2038-x10.1038/s41586-020-2038-x ↗
6. 10.1021/acsnano.9b0768710.1021/acsnano.9b07687 ↗
7. 10.1126/science.aaa930610.1126/science.aaa9306 ↗
8. 10.1038/s41928-020-00501-910.1038/s41928-020-00501-9 ↗
9. 10.1002/aisy.20190011810.1002/aisy.201900118 ↗
10. 10.1038/nature1238510.1038/nature12385 ↗
11. 10.1038/s41467-018-07572-510.1038/s41467-018-07572-5 ↗
12. 10.1038/ncomms1272510.1038/ncomms12725 ↗
13. 10.1038/s41565-021-00921-410.1038/s41565-021-00921-4 ↗
14. 10.1109/LED.2023.327845410.1109/LED.2023.3278454 ↗
15. 10.1002/adfm.20090133510.1002/adfm.200901335 ↗
16. 10.1021/acsanm.3c0243510.1021/acsanm.3c02435 ↗
17. 10.1021/acsami.9b1774210.1021/acsami.9b17742 ↗
18. 10.1002/adfm.20210600010.1002/adfm.202106000 ↗
19. 10.1002/aisy.20200015610.1002/aisy.202000156 ↗
20. 10.1038/s41467-023-37623-510.1038/s41467-023-37623-5 ↗
21. 10.1021/acsnano.3c0382010.1021/acsnano.3c03820 ↗
22. 10.1002/adfm.20190544510.1002/adfm.201905445 ↗
23. 10.1088/1361-6633/abde9310.1088/1361-6633/abde93 ↗
24. 10.1016/j.nanoen.2020.10514910.1016/j.nanoen.2020.105149 ↗
25. 10.1038/s41928-021-00640-710.1038/s41928-021-00640-7 ↗
26. 10.1038/s41377-022-00912-710.1038/s41377-022-00912-7 ↗
27. 10.1002/adma.20230091110.1002/adma.202300911 ↗
28. 10.1002/adma.20247000810.1002/adma.202470008 ↗
29. 10.1038/s41467-023-42488-910.1038/s41467-023-42488-9 ↗
30. 10.1038/nn.342410.1038/nn.3424 ↗
31. 10.1063/5.008317110.1063/5.0083171 ↗
32. 10.1063/5.005546810.1063/5.0055468 ↗
33. 10.1063/1.361048610.1063/1.3610486 ↗
34. 10.1109/LED.2022.316650710.1109/LED.2022.3166507 ↗
35. 10.1002/aelm.20140006610.1002/aelm.201400066 ↗
36. 10.1021/nn405719x10.1021/nn405719x ↗
37. 10.1021/nn504088g10.1021/nn504088g ↗
38. 10.1002/sia.113410.1002/sia.1134 ↗
39. 10.1002/smll.20100162810.1002/smll.201001628 ↗
40. 10.1007/s12274-008-8036-110.1007/s12274-008-8036-1 ↗
41. 10.1016/0924-4247(96)01277-010.1016/0924-4247(96)01277-0 ↗
42. 10.1038/s41467-021-22047-w10.1038/s41467-021-22047-w ↗
43. 10.1126/sciadv.aba617310.1126/sciadv.aba6173 ↗
44. 10.1038/s41586-020-2861-010.1038/s41586-020-2861-0 ↗
45. 10.1038/nmat113410.1038/nmat1134 ↗
46. 10.1063/1.486853610.1063/1.4868536 ↗
47. 10.1002/adma.20230850210.1002/adma.202308502 ↗
48. 10.1021/acs.nanolett.9b0527110.1021/acs.nanolett.9b05271 ↗
49. 10.1002/smll.20210064010.1002/smll.202100640 ↗
50. 10.1002/adfm.20210080710.1002/adfm.202100807 ↗
51. 10.1016/j.nanoen.2021.10619710.1016/j.nanoen.2021.106197 ↗
52. 10.1038/s41467-020-16606-w10.1038/s41467-020-16606-w ↗
53. 10.1021/acsami.9b2236910.1021/acsami.9b22369 ↗
54. 10.1038/s41928-020-00473-w10.1038/s41928-020-00473-w ↗
55. 10.1002/adma.20210773410.1002/adma.202107734 ↗
56. 10.1002/adma.20220383010.1002/adma.202203830 ↗
57. 10.1126/sciadv.abn932810.1126/sciadv.abn9328 ↗
58. 10.1038/s41699-021-00274-510.1038/s41699-021-00274-5 ↗
59. 10.1038/s41586-019-1157-810.1038/s41586-019-1157-8 ↗
60. 10.1038/s44159-022-00107-210.1038/s44159-022-00107-2 ↗