All oxide based flexible multi-folded invisible synapse as vision photo-receptor

被引:31
作者
Chen, Ping-Xing [1 ]
Panda, Debashis [1 ,2 ]
Tseng, Tseung-Yuen [1 ]
机构
[1] Natl Yang Ming Chiao Tung Univ, Inst Elect, Hsinchu 30010, Taiwan
[2] CV Raman Global Univ, Dept Elect & Commun Engn, Bhubaneswar 752054, India
关键词
SWITCHING PROPERTIES; MEMRISTIVE SYNAPSES; DEVICE; MEMORY;
D O I
10.1038/s41598-023-28505-3
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
All oxide-based transparent flexible memristor is prioritized for the potential application in artificially simulated biological optoelectronic synaptic devices. SnOx memristor with HfOx layer is found to enable a significant effect on synaptic properties. The memristor exhibits good reliability with long retention, 10(4) s, and high endurance, 10(4) cycles. The optimized 6 nm thick HfOx layer in SnOx-based memristor possesses the excellent synaptic properties of stable 350 epochs training, multi-level conductance (MLC) behaviour, and the nonlinearity of 1.53 and 1.46 for long-term potentiation and depression, respectively, and faster image recognition accuracy of 100% after 23 iterations. The maximum weight changes of -73.12 and 79.91% for the potentiation and depression of the synaptic device, respectively, are observed from the spike-timing-dependent plasticity (STDP) characteristics making it suitable for biological applications. The flexibility of the device on the PEN substrate is confirmed by the acceptable change of nonlinearities up to 4 mm bending. Such a synaptic device is expected to be used as a vision photo-receptor.
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页数:14
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