Organic Optoelectronic Memristor Inspired by Insect Ultraviolet Vision for Attention Mechanism Simulation

The rapid evolution of modern technology is propelling artificial intelligence into a transformative phase, where visual information processing has become a central focus. The development of new artificial optoelectronic synapses integrating sensing and preprocessing functions represents a transformative approach to enhancing machine vision systems' response capabilities. Inspired by the human retina system, a novel polymer with dual optoelectronic response and adjustable conductivity, poly[1,2-bis(2-methyl-5-phenylthiophen-3-yl)cyclopent-1-ene-<i>alt</i>-1,1'-((9<i>H</i>-fluorene-9,9-diyl)bis(hexane-6,1-diyl))-bis(4-ferrocene-1<i>H</i>-1,2,3-triazole)] (PTH-Fc), is synthesized. The as-fabricated Al/PTH-Fc/ITO device exhibited outstanding history-dependent memristive performance with robust retention characteristics and higher device yield. For PTH-Fc, the diarylethenes unit is the core for achieving the function of light-triggered synaptic behavior, while the ferrocene unit is the key for realizing the analog and multilevel "electric modulation" function under an electric field. The multifunctional synaptic behavior exhibited by the PTH-Fc-based device thus stems from the synergistic mechanism of these two components: UV light first drives the cycloisomerization of the diarylethene backbone, forming an initial state with enhanced conjugation. This state not only directly contributes to the photocurrent but also optimizes the local electronic environment, allowing the adjacent ferrocene units to undergo more efficient and stable reversible redox reactions under the drive of an electric field (or photogenerated electric field), thereby achieving fine and persistent modulation of the conductance state. This work not only demonstrates the feasibility of optoelectronic synergy regulation in simulating neural functions but also provides new materials and new paradigms for the development of artificial optoelectronic synapses for machine vision.

Authors

Institutions

Publication Details

Journal
ACS Applied Materials & Interfaces
Published
2026-02-27
DOI
https://doi.org/10.1021/acsami.5c25664
Primary Topic
Advanced Memory and Neural Computing
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Organic Optoelectronic Memristor Inspired by Insect Ultraviolet Vision for Attention Mechanism Simulation

Jiaxuan Liu, Kexin Wang, Yuehua Chen, Tianhao Qin et al.
ACS Applied Materials & Interfaces
Advanced Memory and Neural Computing
article

Organic Optoelectronic Memristor Inspired by Insect Ultraviolet Vision for Attention Mechanism Simulation

Jiaxuan Liu, Kexin Wang, Yuehua Chen, Tianhao Qin, Fuyao Deng, Yi Dong, Xinzhu Wang
article en

Abstract

The rapid evolution of modern technology is propelling artificial intelligence into a transformative phase, where visual information processing has become a central focus. The development of new artificial optoelectronic synapses integrating sensing and preprocessing functions represents a transformative approach to enhancing machine vision systems' response capabilities. Inspired by the human retina system, a novel polymer with dual optoelectronic response and adjustable conductivity, poly[1,2-bis(2-methyl-5-phenylthiophen-3-yl)cyclopent-1-ene-<i>alt</i>-1,1'-((9<i>H</i>-fluorene-9,9-diyl)bis(hexane-6,1-diyl))-bis(4-ferrocene-1<i>H</i>-1,2,3-triazole)] (PTH-Fc), is synthesized. The as-fabricated Al/PTH-Fc/ITO device exhibited outstanding history-dependent memristive performance with robust retention characteristics and higher device yield. For PTH-Fc, the diarylethenes unit is the core for achieving the function of light-triggered synaptic behavior, while the ferrocene unit is the key for realizing the analog and multilevel "electric modulation" function under an electric field. The multifunctional synaptic behavior exhibited by the PTH-Fc-based device thus stems from the synergistic mechanism of these two components: UV light first drives the cycloisomerization of the diarylethene backbone, forming an initial state with enhanced conjugation. This state not only directly contributes to the photocurrent but also optimizes the local electronic environment, allowing the adjacent ferrocene units to undergo more efficient and stable reversible redox reactions under the drive of an electric field (or photogenerated electric field), thereby achieving fine and persistent modulation of the conductance state. This work not only demonstrates the feasibility of optoelectronic synergy regulation in simulating neural functions but also provides new materials and new paradigms for the development of artificial optoelectronic synapses for machine vision.

ACS Applied Materials & InterfacesVol. 18(9)
East China University of Science and Technology (CN), Chongqing University (CN), Shanghai Jiao Tong University (CN), Fudan University (CN), Minhang District Central Hospital (CN), Punan Hospital (CN), Saarland University (DE), Northeastern University (CN)
Affordable and clean energy
Openalex Percentile: Top 42%
Advanced Memory and Neural Computing
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.