Chameleon-Inspired Photoelectric-Driven Multifunctional Memristors Based on Polyoxometalate for an Adaptive–Recognition–Tuning System

Integrating the color-tuning ability of natural organisms with memory functions into a single device is crucial for developing biomimetic intelligent systems. Despite significant efforts, a gap remains between the existing "passive and integrated" tuning methods and the "active and independent" strategies observed in organisms. Here, we propose a multifunctional memristor combining programmable color modulation and brain-inspired functions, fabricated using polyoxometalates, H<sub>4</sub>PMo<sub>11</sub>VO<sub>40</sub>. The device exhibits adaptive, multidimensional, synchronized responses to electrical and light stimuli. Inspired by the dual regulatory mechanisms of chameleons, the device simulates their response, learning, adaptability, and communication abilities. An array replicates dynamic transformations in chameleon skin under emotional and environmental conditions, exhibiting precise regulation and responsive capabilities. A neural network establishes a chameleon occlusion region segmentation system with 97.1% recognition accuracy. Iterative fine-tuning via low-amplitude voltage showcases recognition, feedback, and self-regulation functions. Our work advances multifunction biomimetic systems by providing insights into integrating adaptive functionalities.

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Publication Details

Journal
Nano Letters
Published
2025-02-20
DOI
https://doi.org/10.1021/acs.nanolett.5c00383
Citations
4
Primary Topic
Advanced Memory and Neural Computing
Type
article
Field-Weighted Citation Impact
2.92

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article

Chameleon-Inspired Photoelectric-Driven Multifunctional Memristors Based on Polyoxometalate for an Adaptive–Recognition–Tuning System

Junjie Ba, Yizhan Wang, Liang Shen, Wentong Li et al.
4 citations
Nano Letters
Advanced Memory and Neural Computing
2.92
article

Chameleon-Inspired Photoelectric-Driven Multifunctional Memristors Based on Polyoxometalate for an Adaptive–Recognition–Tuning System

Junjie Ba, Yizhan Wang, Liang Shen, Wentong Li, Zhongrui Wang, Jiaqi Zhang, Zhe Li, Lijun Zhang, Wenhao Yang, Yanyun Ren, Yang Li
article en
4 citations

Abstract

Integrating the color-tuning ability of natural organisms with memory functions into a single device is crucial for developing biomimetic intelligent systems. Despite significant efforts, a gap remains between the existing "passive and integrated" tuning methods and the "active and independent" strategies observed in organisms. Here, we propose a multifunctional memristor combining programmable color modulation and brain-inspired functions, fabricated using polyoxometalates, H<sub>4</sub>PMo<sub>11</sub>VO<sub>40</sub>. The device exhibits adaptive, multidimensional, synchronized responses to electrical and light stimuli. Inspired by the dual regulatory mechanisms of chameleons, the device simulates their response, learning, adaptability, and communication abilities. An array replicates dynamic transformations in chameleon skin under emotional and environmental conditions, exhibiting precise regulation and responsive capabilities. A neural network establishes a chameleon occlusion region segmentation system with 97.1% recognition accuracy. Iterative fine-tuning via low-amplitude voltage showcases recognition, feedback, and self-regulation functions. Our work advances multifunction biomimetic systems by providing insights into integrating adaptive functionalities.

Nano LettersVol. 25(10)
Shandong University (CN), Queen Mary University of London (GB), Jilin University (CN), Chinese Academy of Sciences (CN), Southern University of Science and Technology (CN), State Key Laboratory on Integrated Optoelectronics (CN), Integrated Optoelectronics (Norway) (NO), Integrated Optical Circuit Consultants (United States) (US), State Key Laboratory of Transducer Technology (CN), Jilin Medical University (CN), Shanghai Institute of Microsystem and Information Technology (CN), University of Hong Kong (HK)
Natural Science Foundation of Jilin Province, National Natural Science Foundation of China, China Postdoctoral Science Foundation, National Key Research and Development Program of China
Affordable and clean energy
Openalex Percentile: Top 10%
Advanced Memory and Neural Computing
2.92
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