Albumen based protein gated bioinspired neuromorphic transistors with learning abilities
2020-09
发表期刊ORGANIC ELECTRONICS (IF:2.7[JCR-2023],2.5[5-Year])
ISSN1566-1199
发表状态正式接收
DOI10.1016/j.orgel.2020.105961.
摘要

The development of bioinspired neuromorphic device is an essential step to build brain-inspired neuromorphic cognitive systems. While sustainable and renewable biomaterial is considered as an essential building block for bioinspired portable neuromorphic device. Here, albumen based protein gated oxide neuromorphic transistors capable of learning activities have been proposed. The albumen-based electrolyte film demonstrates a high specific capacitance of ~1.7 μF/cm2 at 1.0 Hz. The transistor demonstrates good electrical performances with high ON/OFF ratio of ~7.1 × 107 and a field-effect mobility of ~4.5 cm2 /(V⋅s). Resistor loaded inverters are obtained by connecting a transistor and a resistor in series. Besides, short-term synaptic plasticities are mimicked on the proposed bioinspired neuromorphic transistor. The transitions from short-term memory to long-term memory and the learning-forgetting-relearning process are also successfully imitated. More importantly, target learning processes demonstrate a novel idea to accelerate the learning activities of neuromorphic transistor. The results indicate potential applications for the proposed bioinspired neuromorphic transistor in green neuromorphic cognitive systems.

关键词Bioinspired neuromorphic transistor Egg albumen Artificial synapse Learning ability
收录类别SCI
语种英语
文献类型期刊论文
条目标识符https://kms.shanghaitech.edu.cn/handle/2MSLDSTB/123386
专题个人在本单位外知识产出
通讯作者Zhu LQ(竺立强)
作者单位
1.Institute of Intelligent Flexible Mechatronics, Jiangsu University, Zhenjiang, 212013, China
2.School of Physical Science and Technology, Ningbo University, Ningbo, Zhejiang, 315211, China
3.Ningbo Institute of Materials Technology and Engineering, Chinese Academy of Sciences, Ningbo, Zhejiang, 315201, China
4.University of Chinese Academy of Sciences, Beijing, 100049, Chin
推荐引用方式
GB/T 7714
Guo LQ,Li ZY,Zhu LQ,et al. Albumen based protein gated bioinspired neuromorphic transistors with learning abilities[J]. ORGANIC ELECTRONICS,2020.
APA Guo LQ,Li ZY,Zhu LQ,Ren ZY,Xiao H,&Cai JC.(2020).Albumen based protein gated bioinspired neuromorphic transistors with learning abilities.ORGANIC ELECTRONICS.
MLA Guo LQ,et al."Albumen based protein gated bioinspired neuromorphic transistors with learning abilities".ORGANIC ELECTRONICS (2020).
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