神经形态工程学
材料科学
突触可塑性
电极
光电子学
晶体管
计算机科学
纳米技术
人工神经网络
电压
电气工程
化学
人工智能
工程类
物理化学
受体
生物化学
作者
Zifan Wang,Jiahao Zhu,Dexing Liu,Qinqi Ren,Rui Qiu,Qi Liu,Wanting Wang,Yufeng Jin,Min Zhang
出处
期刊:Materials horizons
[Royal Society of Chemistry]
日期:2025-01-01
卷期号:12 (17): 6842-6852
被引量:5
摘要
MXene electrodes provide protons from surface functional groups to fill the defects of the dielectric layer to achieve long-term synaptic plasticity. Furthermore, the method of patterning MXene electrodes enables both a high level of integration and array-level patterning, which had been highly challenging, especially on flexible substrates. Additionally, the matched work functions of MXene and semiconducting carbon nanotubes enable Ohmic contact for the metal-semiconductor junction. Furthermore, an MXene electrode flexible synaptic transistor (MEFST) array is made possible for next-generation 3D perception systems to achieve artificial neuromorphic computing and temporal fusion information storage based on long-term plasticity, leading to a high accuracy of 93.8% for recognising handwritten digits. Long-term plasticity allows rapid identification upon the reappearance of the same target without needing re-iteration. The MEFST array holds immense application potential for neuromorphic electronic skin, intelligent wearable electronics and edge computing.
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