Bioinspired Fully Optical Modulated Artificial Visual Synapse with Outstanding Memory Retention Based on Hollow Multishelled Structure

Abstract Achieving memory retention and intelligent perceptual function stand as the paramount objectives and great challenges in achieving neuromorphic perceptual synaptic devices. Inspired by the human visual system, herein, the two‐terminal artificial visual synapse is designed with a porphyrin‐modified ZnO hollow multishelled structure (porphyrin/ZnO HoMS) demonstrating light‐induced plasticity for full spectrum recognition. Meanwhile, the artificial synaptic device enables the realization of “learning‐experience” behavior, which relies on the photocarrier trapping characteristics of oxygen vacancies in ZnO and the multiple carrier release paths within HoMS. By the learning process, carriers can be temporarily trapped and enriched on shells rich with oxygen vacancies to achieve memory retention of light recognition. The long‐term retention time exceeds 10 000 s, which markedly surpasses most existing photonic synaptic devices, demonstrating the excellent memory capability of these devices. Moreover, the synaptic array successfully simulates the visual system to dynamic response and real‐time detection of color and shape. The HoMS platform offers a novel and efficient approach to emulate the neural‐like functions of the rapid response and memory retention to external signals in artificial interactive devices.

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Publication Details

Journal
Advanced Functional Materials
Published
2025-03-06
DOI
https://doi.org/10.1002/adfm.202425627
Citations
7
Primary Topic
Advanced Memory and Neural Computing
Type
article
Field-Weighted Citation Impact
5.11

Funders

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article

Bioinspired Fully Optical Modulated Artificial Visual Synapse with Outstanding Memory Retention Based on Hollow Multishelled Structure

Fengmei Su, Jiawei Wan, Dan Wang
7 citations
Advanced Functional Materials
Advanced Memory and Neural Computing
5.11
article

Bioinspired Fully Optical Modulated Artificial Visual Synapse with Outstanding Memory Retention Based on Hollow Multishelled Structure

Fengmei Su, Jiawei Wan, Dan Wang
article en
7 citations

Abstract

Abstract Achieving memory retention and intelligent perceptual function stand as the paramount objectives and great challenges in achieving neuromorphic perceptual synaptic devices. Inspired by the human visual system, herein, the two‐terminal artificial visual synapse is designed with a porphyrin‐modified ZnO hollow multishelled structure (porphyrin/ZnO HoMS) demonstrating light‐induced plasticity for full spectrum recognition. Meanwhile, the artificial synaptic device enables the realization of “learning‐experience” behavior, which relies on the photocarrier trapping characteristics of oxygen vacancies in ZnO and the multiple carrier release paths within HoMS. By the learning process, carriers can be temporarily trapped and enriched on shells rich with oxygen vacancies to achieve memory retention of light recognition. The long‐term retention time exceeds 10 000 s, which markedly surpasses most existing photonic synaptic devices, demonstrating the excellent memory capability of these devices. Moreover, the synaptic array successfully simulates the visual system to dynamic response and real‐time detection of color and shape. The HoMS platform offers a novel and efficient approach to emulate the neural‐like functions of the rapid response and memory retention to external signals in artificial interactive devices.

Advanced Functional MaterialsVol. 35(31)
Shenzhen University (CN), Institute of Process Engineering (CN), University of Chinese Academy of Sciences (CN)
National Natural Science Foundation of China, National Key Research and Development Program of China
Openalex Percentile: Top 5%
Advanced Memory and Neural Computing
5.11
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Bioinspired Fully Optical Modulated Artificial Visual Synapse with Outstanding Memory Retention Based on Hollow Multishelled Structure — Fengmei Su, Jiawei Wan, et al. · Advanced Functional Materials (2025) | TGRS Research Map | TGRS