journal article·2024-08

Conformal Neuromorphic Bioelectronics for Sense Digitalization

Xiao Zhao, Haochen Zou, Ming Wang, Jianwu Wang, Ting Wang, Lianhui Wang, Xiaodong Chen

Advanced Materials· Volume 36· Issue 35
Publisher page

Abstract

Abstract Sense digitalization, the process of transforming sensory experiences into digital data, is an emerging research frontier that links the physical world with human perception and interaction. Inspired by the adaptability, fault tolerance, robustness, and energy efficiency of biological senses, this field drives the development of numerous innovative digitalization techniques. Neuromorphic bioelectronics, characterized by biomimetic adaptability, stand out for their seamless bidirectional interactions with biological entities through stimulus‐response and feedback loops, incorporating bio‐neuromorphic intelligence for information exchange. This review illustrates recent progress in sensory digitalization, encompassing not only the digital representation of physical sensations such as touch, light, and temperature, correlating to tactile, visual, and thermal perceptions, but also the detection of biochemical stimuli such as gases, ions, and neurotransmitters, mirroring olfactory, gustatory, and neural processes. It thoroughly examines the material design, device manufacturing, and system integration, offering detailed insights. However, the field faces significant challenges, including the development of new device/system paradigms, forging genuine connections with biological systems, ensuring compatibility with the semiconductor industry and overcoming the absence of standardization. Future ambition includes realization of biocompatible neural prosthetics, exoskeletons, soft humanoid robots, and cybernetic devices that integrate smoothly with both biological tissues and artificial components.
Source: crossref · Quality: baseline

Research context

OpenAlex topics: Advanced Memory and Neural Computing · Neuroscience and Neural Engineering · Photoreceptor and optogenetics research

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

Affiliations

State Key Laboratory of Organic Electronics and Information Displays, Jiangsu Key Laboratory of Smart Biomaterials and Theranostic Technology Institute of Advanced Materials (IAM) Nanjing University of Posts and Telecommunications Nanjing 210023 China

Frontier Institute of Chip and System State Key Laboratory of Integrated Chips and Systems Fudan University Shanghai 200433 China

Institute for Digital Molecular Analytics and Science (IDMxS) Nanyang Technological University 59 Nanyang Drive Singapore 636921 Singapore

Innovative Centre for Flexible Devices (iFLEX) Max Planck‐NTU Joint Lab for Artificial Senses School of Materials Science and Engineering Nanyang Technological University 50 Nanyang Avenue Singapore 639798 Singapore

Funding

National Natural Science Foundation of China · Agency for Science, Technology and Research · Natural Science Foundation of Jiangsu Province

References (100+)

Show source-provided references
1. 10.1038/s41591-023-02391-810.1038/s41591-023-02391-8 ↗
2. 10.1038/s41928-023-01020-z10.1038/s41928-023-01020-z ↗
3. 10.1021/acsnano.2c1260610.1021/acsnano.2c12606 ↗
4. 10.1126/science.abq591610.1126/science.abq5916 ↗
5. 10.1021/acs.chemrev.1c0050210.1021/acs.chemrev.1c00502 ↗
6. 10.1038/s41928-020-0428-610.1038/s41928-020-0428-6 ↗
7. 10.1038/s41928-022-00723-z10.1038/s41928-022-00723-z ↗
8. 10.1038/s41563-021-01093-110.1038/s41563-021-01093-1 ↗
9. 10.1038/s41565-020-0647-z10.1038/s41565-020-0647-z ↗
10. 10.1126/science.adc915010.1126/science.adc9150 ↗
11. 10.1021/acs.chemrev.3c0052710.1021/acs.chemrev.3c00527 ↗
12. 10.1038/nrn130110.1038/nrn1301 ↗
13. 10.1038/nnano.2012.24010.1038/nnano.2012.240 ↗
14. 10.1038/s41586-023-06145-x10.1038/s41586-023-06145-x ↗
15. 10.1016/j.device.2024.10028410.1016/j.device.2024.100284 ↗
16. 10.1073/pnas.180682011610.1073/pnas.1806820116 ↗
17. 10.1126/science.aat442210.1126/science.aat4422 ↗
18. 10.1038/nature2545710.1038/nature25457 ↗
19. 10.1038/nrn.2016.5710.1038/nrn.2016.57 ↗
20. 10.1126/science.124924010.1126/science.1249240 ↗
21. 10.1038/s41593-018-0152-y10.1038/s41593-018-0152-y ↗
22. 10.1038/s41586-019-1235-y10.1038/s41586-019-1235-y ↗
23. 10.1038/s41586-020-2285-x10.1038/s41586-020-2285-x ↗
24. 10.1038/s41928-022-00803-010.1038/s41928-022-00803-0 ↗
25. 10.1021/acsnano.0c1004910.1021/acsnano.0c10049 ↗
26. 10.1002/adma.20231128810.1002/adma.202311288 ↗
27. 10.1038/s41586-019-1677-210.1038/s41586-019-1677-2 ↗
28. 10.3389/fnmol.2014.0006110.3389/fnmol.2014.00061 ↗
29. 10.1002/adfm.20200544310.1002/adfm.202005443 ↗
30. 10.1016/j.mtnano.2019.10005910.1016/j.mtnano.2019.100059 ↗
31. 10.1002/aelm.20237001210.1002/aelm.202370012 ↗
32. 10.1002/adma.20231070410.1002/adma.202310704 ↗
33. 10.1002/adma.20170432010.1002/adma.201704320 ↗
34. 10.1038/nnano.2017.8310.1038/nnano.2017.83 ↗
35. 10.1002/adfm.20140362110.1002/adfm.201403621 ↗
36. 10.1002/adfm.20140127810.1002/adfm.201401278 ↗
37. 10.1002/adma.20180545410.1002/adma.201805454 ↗
38. 10.1002/smll.20180543110.1002/smll.201805431 ↗
39. 10.1038/s41578-019-0159-310.1038/s41578-019-0159-3 ↗
40. 10.1109/TNANO.2005.84693610.1109/TNANO.2005.846936 ↗
41. 10.1021/acsami.9b1716010.1021/acsami.9b17160 ↗
42. 10.1039/C9NR08001E10.1039/C9NR08001E ↗
43. 10.1021/acsami.5b0108010.1021/acsami.5b01080 ↗
44. 10.1038/nmat305410.1038/nmat3054 ↗
45. 10.1109/JEDS.2020.302301510.1109/JEDS.2020.3023015 ↗
46. 10.1021/acs.nanolett.8b0402310.1021/acs.nanolett.8b04023 ↗
47. 10.1038/s41563-018-0248-510.1038/s41563-018-0248-5 ↗
48. 10.1038/s41467-021-27575-z10.1038/s41467-021-27575-z ↗
49. 10.1038/s41598-017-09413-910.1038/s41598-017-09413-9 ↗
50. 10.1109/LED.2010.208165810.1109/LED.2010.2081658 ↗
51. 10.1016/j.ssi.2021.11574610.1016/j.ssi.2021.115746 ↗
52. 10.1038/s41928-018-0021-410.1038/s41928-018-0021-4 ↗
53. 10.1039/C8NR07442A10.1039/C8NR07442A ↗
54. 10.1039/D0MH01730B10.1039/D0MH01730B ↗
55. 10.1002/smll.20190142310.1002/smll.201901423 ↗
56. 10.1016/j.jallcom.2020.15667510.1016/j.jallcom.2020.156675 ↗
57. 10.1038/s41427-018-0101-y10.1038/s41427-018-0101-y ↗
58. Y. Y.Lin H. B.Lv P.Zhou M.Yin F. F.Liao Y. F.Cai T. A.Tang J.Feng Y.Zhang Z. F.Zhang B. W.Qiao Y. F.Lai B. C.Cai B.Chen in2007 22nd IEEE Non‐Volatile Semiconductor Memory Workshop IEEE Piscataway NJ2007.
59. 10.1063/1.319167010.1063/1.3191670 ↗
60. Y.Chen C.Rettner S.Raoux G.Burr S.Chen R.Shelby M.Salinga W.Risk T.Happ G.McClelland in2006 International Electron Devices Meeting IEEE Piscataway NJ2006.
61. 10.1143/JJAP.46.L60210.1143/JJAP.46.L602 ↗
62. 10.1126/science.aao321210.1126/science.aao3212 ↗
63. 10.1063/1.474941110.1063/1.4749411 ↗
64. 10.1021/acsnano.7b0334710.1021/acsnano.7b03347 ↗
65. 10.1002/adfm.20220236610.1002/adfm.202202366 ↗
66. 10.1126/sciadv.abd911710.1126/sciadv.abd9117 ↗
67. 10.1038/s41598-019-56816-x10.1038/s41598-019-56816-x ↗
68. 10.1038/s41467-020-15249-110.1038/s41467-020-15249-1 ↗
69. 10.1038/nmat364910.1038/nmat3649 ↗
70. 10.1021/acsami.9b0473810.1021/acsami.9b04738 ↗
71. 10.1002/adma.20190728810.1002/adma.201907288 ↗
72. 10.1088/1361-6463/ab7bb410.1088/1361-6463/ab7bb4 ↗
73. 10.1002/adfm.20200250610.1002/adfm.202002506 ↗
74. 10.1002/adfm.20210600010.1002/adfm.202106000 ↗
75. 10.1039/D0NR07403A10.1039/D0NR07403A ↗
76. 10.1002/adfm.20180559910.1002/adfm.201805599 ↗
77. 10.1021/acsnano.6b0789410.1021/acsnano.6b07894 ↗
78. 10.1021/acsnano.1c0894510.1021/acsnano.1c08945 ↗
79. 10.1016/j.sse.2004.05.07310.1016/j.sse.2004.05.073 ↗
80. 10.1038/nnano.2017.10410.1038/nnano.2017.104 ↗
81. 10.1038/s41565-018-0102-610.1038/s41565-018-0102-6 ↗
82. 10.1126/science.124096110.1126/science.1240961 ↗
83. 10.1016/j.scib.2021.12.01410.1016/j.scib.2021.12.014 ↗
84. 10.1002/adfm.20211041510.1002/adfm.202110415 ↗
85. 10.1038/s41578-022-00431-210.1038/s41578-022-00431-2 ↗
86. 10.1063/5.001363810.1063/5.0013638 ↗
87. 10.1021/acsnano.2c0007910.1021/acsnano.2c00079 ↗
88. 10.1002/adma.20190037910.1002/adma.201900379 ↗
89. 10.1002/adfm.20190370010.1002/adfm.201903700 ↗
90. 10.1002/adma.20180396110.1002/adma.201803961 ↗
91. 10.1002/adma.20090432710.1002/adma.200904327 ↗
92. 10.1038/s41928-019-0338-710.1038/s41928-019-0338-7 ↗
93. 10.1021/acs.nanolett.9b0018010.1021/acs.nanolett.9b00180 ↗
94. 10.1002/aelm.20180060010.1002/aelm.201800600 ↗
95. 10.1002/adfm.20190613110.1002/adfm.201906131 ↗
96. 10.1016/j.nanoen.2022.10725210.1016/j.nanoen.2022.107252 ↗
97. 10.1002/adfm.20200460910.1002/adfm.202004609 ↗
98. 10.1038/s41467-020-20257-210.1038/s41467-020-20257-2 ↗
99. 10.1002/adfm.20220729010.1002/adfm.202207290 ↗
100. 10.1002/inf2.1231710.1002/inf2.12317 ↗