Perovskite Nanocrystal/InGaZnO Heterojunction Enabling an All-Optically Controlled Artificial Synapse for Motion Detection

Optoelectronic synapses that integrate light sensing and processing functions have attracted significant interest for their potential to develop neuromorphic vision systems. In particular, an all-optically modulated device is highly desired for high-efficiency image information processing. Here, an optoelectronic synapse with all-optical modulation based on perovskite nanocrystal and InGaZnO (IGZO) heterojunctions is demonstrated. Excitatory and inhibitory synaptic plasticity can be obtained under 320 and 532 nm irradiation, which stem from the ionization and deionization process of oxygen vacancies in IGZO. Moreover, five basic optoelectronic logic operations are implemented in the optoelectronic synapse via fully light-controlled methods. By utilizing the frame difference algorithm, the function of motion detection is demonstrated for recognizing classic moving vehicles with an accuracy exceeding 90%. This work provides a promising approach to developing all-optically modulated artificial synapses and shows great potential in neuromorphic vision systems.

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Publication Details

Journal
The Journal of Physical Chemistry Letters
Published
2026-07-16
DOI
https://doi.org/10.1021/acs.jpclett.6c01918
Primary Topic
Advanced Memory and Neural Computing
Type
article
Field-Weighted Citation Impact
0.00

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article

Perovskite Nanocrystal/InGaZnO Heterojunction Enabling an All-Optically Controlled Artificial Synapse for Motion Detection

Jiajuan Shi, Xiaoning Zhao, Ya Lin, Yue Wang et al.
The Journal of Physical Chemistry Letters
Advanced Memory and Neural Computing
article

Perovskite Nanocrystal/InGaZnO Heterojunction Enabling an All-Optically Controlled Artificial Synapse for Motion Detection

Jiajuan Shi, Xiaoning Zhao, Ya Lin, Yue Wang, Huimin Mao, Yongxing Zhu, Wei Liu, Ye Tao, Jiahui Zheng, Xuanyu Shan
article en

Abstract

Optoelectronic synapses that integrate light sensing and processing functions have attracted significant interest for their potential to develop neuromorphic vision systems. In particular, an all-optically modulated device is highly desired for high-efficiency image information processing. Here, an optoelectronic synapse with all-optical modulation based on perovskite nanocrystal and InGaZnO (IGZO) heterojunctions is demonstrated. Excitatory and inhibitory synaptic plasticity can be obtained under 320 and 532 nm irradiation, which stem from the ionization and deionization process of oxygen vacancies in IGZO. Moreover, five basic optoelectronic logic operations are implemented in the optoelectronic synapse via fully light-controlled methods. By utilizing the frame difference algorithm, the function of motion detection is demonstrated for recognizing classic moving vehicles with an accuracy exceeding 90%. This work provides a promising approach to developing all-optically modulated artificial synapses and shows great potential in neuromorphic vision systems.

The Journal of Physical Chemistry Letters
Northeast Normal University (CN)
National Natural Science Foundation of China, China Postdoctoral Science Foundation, People's Government of Jilin Province, National Key Research and Development Program of China, Fundamental Research Funds for the Central Universities
Affordable and clean energy
Openalex Percentile: Top 15%
Advanced Memory and Neural Computing
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