journal article·2024-05

All‐Photolithography Fabrication of Ion‐Gated Flexible Organic Transistor Array for Multimode Neuromorphic Computing

Xu Liu, Shilei Dai, Weidong Zhao, Junyao Zhang, Ziyi Guo, Yue Wu, Yutong Xu, Tongrui Sun, Li Li, Pu Guo, Jie Yang, Huawei Hu, Junhe Zhou, Peng Zhou, Jia Huang

Advanced Materials· Volume 36· Issue 21
Publisher page

Abstract

Abstract Organic ion‐gated transistors (OIGTs) demonstrate commendable performance for versatile neuromorphic systems. However, due to the fragility of organic materials to organic solvents, efficient and reliable all‐photolithography methods for scalable manufacturing of high‐density OIGT arrays with multimode neuromorphic functions are still missing, especially when all active layers are patterned in high‐density. Here, a flexible high‐density (9662 devices per cm2) OIGT array with high yield and minimal device‐to‐device variation is fabricated by a modified all‐photolithography method. The unencapsulated flexible array can withstand 1000 times’ bending at a radius of 1 mm, and 3 months’ storage test in air, without obvious performance degradation. More interesting, the OIGTs can be configured between volatile and nonvolatile modes, suitable for constructing reservoir computing systems to achieve high accuracy in classifying handwritten digits with low training costs. This work proposes a promising design of organic and flexible electronics for affordable neuromorphic systems, encompassing both array and algorithm aspects.
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Research context

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

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

Affiliations

School of Materials Science and Engineering Tongji University Shanghai 201804 P. R. China

School of Electronic and Information Engineering Tongji University Shanghai 201804 P. R. China

State Key Laboratory for Modification of Chemical Fibers and Polymer Materials College of Materials Science and Engineering Donghua University Shanghai 201620 P. R. China

State Key Laboratory of ASIC and System School of Microelectronics Zhangjiang Fudan International Innovation Center Fudan University Shanghai 200433 P. R. China

National Key Laboratory of Autonomous Intelligent Unmanned Systems Tongji University Shanghai 201804 P. R. China

Funding

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

References (81)

Show source-provided references
1. 10.1016/j.matt.2022.07.01610.1016/j.matt.2022.07.016 ↗
2. 10.1002/adma.20200301810.1002/adma.202003018 ↗
3. 10.1002/adma.20230410210.1002/adma.202304102 ↗
4. 10.1126/sciadv.adg594610.1126/sciadv.adg5946 ↗
5. 10.1126/science.ade008610.1126/science.ade0086 ↗
6. 10.1038/s41928-020-00525-110.1038/s41928-020-00525-1 ↗
7. 10.1126/scirobotics.abb693810.1126/scirobotics.abb6938 ↗
8. 10.1126/science.aaw558110.1126/science.aaw5581 ↗
9. 10.1038/s41467-017-02337-y10.1038/s41467-017-02337-y ↗
10. 10.1038/s41467-021-26314-810.1038/s41467-021-26314-8 ↗
11. 10.1002/advs.20210609210.1002/advs.202106092 ↗
12. 10.1002/adma.20210469010.1002/adma.202104690 ↗
13. 10.1038/s41467-020-17850-w10.1038/s41467-020-17850-w ↗
14. 10.1038/nmat475610.1038/nmat4756 ↗
15. 10.1016/j.xcrp.2021.10050710.1016/j.xcrp.2021.100507 ↗
16. 10.1002/anie.20221373310.1002/anie.202213733 ↗
17. 10.1002/adma.20230032910.1002/adma.202300329 ↗
18. 10.1038/s43586-021-00065-810.1038/s43586-021-00065-8 ↗
19. 10.1039/C9TC06347A10.1039/C9TC06347A ↗
20. 10.1038/nmat485610.1038/nmat4856 ↗
21. 10.1038/s41565-019-0407-010.1038/s41565-019-0407-0 ↗
22. 10.1073/pnas.220485211910.1073/pnas.2204852119 ↗
23. 10.1021/acs.nanolett.3c0129110.1021/acs.nanolett.3c01291 ↗
24. 10.1038/s41928-023-00950-y10.1038/s41928-023-00950-y ↗
25. 10.1126/sciadv.abg816910.1126/sciadv.abg8169 ↗
26. 10.1126/sciadv.abg065910.1126/sciadv.abg0659 ↗
27. 10.1038/s41467-021-25059-810.1038/s41467-021-25059-8 ↗
28. 10.1126/science.abh355110.1126/science.abh3551 ↗
29. 10.1038/s41566-023-01232-x10.1038/s41566-023-01232-x ↗
30. 10.1002/advs.20230543010.1002/advs.202305430 ↗
31. 10.1039/c1jm13079j10.1039/c1jm13079j ↗
32. 10.1002/adma.20230024210.1002/adma.202300242 ↗
33. 10.1021/acs.chemmater.2c0251310.1021/acs.chemmater.2c02513 ↗
34. 10.1002/advs.20200405010.1002/advs.202004050 ↗
35. 10.1021/acs.nanolett.2c0059910.1021/acs.nanolett.2c00599 ↗
36. 10.1126/sciadv.abg145510.1126/sciadv.abg1455 ↗
37. 10.3389/felec.2022.86901310.3389/felec.2022.869013 ↗
38. 10.1038/s41467-023-36205-910.1038/s41467-023-36205-9 ↗
39. 10.1063/5.013764710.1063/5.0137647 ↗
40. 10.1038/nature2549410.1038/nature25494 ↗
41. 10.1038/s41467-020-15181-410.1038/s41467-020-15181-4 ↗
42. 10.1002/adfm.20190270210.1002/adfm.201902702 ↗
43. 10.1038/s41528-022-00163-x10.1038/s41528-022-00163-x ↗
44. 10.1063/1.497706910.1063/1.4977069 ↗
45. 10.1016/j.cclet.2023.10858210.1016/j.cclet.2023.108582 ↗
46. 10.1038/ncomms147610.1038/ncomms1476 ↗
47. 10.1126/science.abg316110.1126/science.abg3161 ↗
48. 10.1126/sciadv.abb295810.1126/sciadv.abb2958 ↗
49. 10.1038/s41467-021-22680-510.1038/s41467-021-22680-5 ↗
50. 10.1038/natrevmats.2017.8610.1038/natrevmats.2017.86 ↗
51. 10.1002/adfm.20221174010.1002/adfm.202211740 ↗
52. 10.1002/adma.20220875710.1002/adma.202208757 ↗
53. 10.1038/nrn370810.1038/nrn3708 ↗
54. 10.1002/adfm.20221146710.1002/adfm.202211467 ↗
55. 10.1002/inf2.1219810.1002/inf2.12198 ↗
56. 10.1002/adfm.20230550810.1002/adfm.202305508 ↗
57. 10.1038/s41467-020-18375-y10.1038/s41467-020-18375-y ↗
58. 10.1002/adma.20231015510.1002/adma.202310155 ↗
59. 10.34133/2021/713189510.34133/2021/7131895 ↗
60. 10.1002/smll.20210383710.1002/smll.202103837 ↗
61. 10.1038/s41467-023-37973-010.1038/s41467-023-37973-0 ↗
62. 10.1002/adma.20150367410.1002/adma.201503674 ↗
63. 10.1002/adom.20220110410.1002/adom.202201104 ↗
64. 10.1021/jacs.2c1347110.1021/jacs.2c13471 ↗
65. 10.1038/s41467-023-41419-y10.1038/s41467-023-41419-y ↗
66. Wang Z. · Research · 2022 · 2022
67. 10.1038/nature0301010.1038/nature03010 ↗
68. 10.1007/s40820-023-01116-310.1007/s40820-023-01116-3 ↗
69. 10.1002/adfm.20231517510.1002/adfm.202315175 ↗
70. 10.1002/adfm.20210006910.1002/adfm.202100069 ↗
71. 10.1038/s41467-023-41958-410.1038/s41467-023-41958-4 ↗
72. 10.1126/sciadv.adi510410.1126/sciadv.adi5104 ↗
73. 10.1038/s41928-022-00847-210.1038/s41928-022-00847-2 ↗
74. 10.1038/s41563-021-01099-910.1038/s41563-021-01099-9 ↗
75. 10.1038/s41928-022-00876-x10.1038/s41928-022-00876-x ↗
76. 10.1016/j.mattod.2022.09.01210.1016/j.mattod.2022.09.012 ↗
77. 10.1002/anie.20231363410.1002/anie.202313634 ↗
78. 10.1021/acsami.1c0842410.1021/acsami.1c08424 ↗
79. 10.1002/advs.20210380810.1002/advs.202103808 ↗
80. 10.1126/sciadv.abg945010.1126/sciadv.abg9450 ↗
81. 10.1038/s41467-023-44024-110.1038/s41467-023-44024-1 ↗