TY - JOUR
T1 - N:ZnO/MoS2-heterostructured flexible synaptic devices enabling optoelectronic co-modulation for robust artificial visual systems
AU - Xu, Lei
AU - Wang, Wenxiao
AU - Li, Yang
AU - Lin, Yonghui
AU - Yue, Wenjing
AU - Qian, Kai
AU - Guo, Qinglei
AU - Kim, Jeonghyun
AU - Shen, Guozhen
N1 - Publisher Copyright:
© Tsinghua University Press 2023.
PY - 2024/3
Y1 - 2024/3
N2 - With the merits of non-contact, highly efficient, and parallel computing, optoelectronic synaptic devices combining sensing and memory in a single unit are promising for constructing neuromorphic computing and artificial visual chip. Based on this, a N:ZnO/MoS2-heterostructured flexible optoelectronic synaptic device is developed in this work, and its capability in mimicking the synaptic behaviors is systemically investigated under the electrical and light signals. Versatile synaptic functions, including synaptic plasticity, long-term/short-term memory, and learning-forgetting-relearning property, have been achieved in this synaptic device. Further, an artificial visual memory system integrating sense and memory is emulated with the device array, and the visual memory behavior can be regulated by varying the light parameters. Moreover, the optoelectronic co-modulation behavior is verified by applying mixed electric and light signals to the array. In detail, a transient recovery property is discovered when the electric signals are applied in synergy during the decay of the light response, of which property facilitates the development of robust artificial visual systems. Furthermore, by superimposing electrical signals during the light response process, a differentiated response of the array is achieved, which can be used as a proof of concept for the color perception of the artificial visual system.
AB - With the merits of non-contact, highly efficient, and parallel computing, optoelectronic synaptic devices combining sensing and memory in a single unit are promising for constructing neuromorphic computing and artificial visual chip. Based on this, a N:ZnO/MoS2-heterostructured flexible optoelectronic synaptic device is developed in this work, and its capability in mimicking the synaptic behaviors is systemically investigated under the electrical and light signals. Versatile synaptic functions, including synaptic plasticity, long-term/short-term memory, and learning-forgetting-relearning property, have been achieved in this synaptic device. Further, an artificial visual memory system integrating sense and memory is emulated with the device array, and the visual memory behavior can be regulated by varying the light parameters. Moreover, the optoelectronic co-modulation behavior is verified by applying mixed electric and light signals to the array. In detail, a transient recovery property is discovered when the electric signals are applied in synergy during the decay of the light response, of which property facilitates the development of robust artificial visual systems. Furthermore, by superimposing electrical signals during the light response process, a differentiated response of the array is achieved, which can be used as a proof of concept for the color perception of the artificial visual system.
KW - artificial visual system
KW - flexible synaptic device
KW - optoelectronic co-modulation
KW - optoelectronic synapse
KW - robust visual memory
KW - synaptic plasticity
UR - http://www.scopus.com/inward/record.url?scp=85171150508&partnerID=8YFLogxK
U2 - 10.1007/s12274-023-6004-4
DO - 10.1007/s12274-023-6004-4
M3 - Article
AN - SCOPUS:85171150508
SN - 1998-0124
VL - 17
SP - 1902
EP - 1912
JO - Nano Research
JF - Nano Research
IS - 3
ER -