Multiwavelength-Responsive Plasticity in a Bias-Free Perovskite Synaptic Device for Neuromorphic Vision

Low-power and color-sensitive neuromorphic vision systems are critical to the next generation of intelligent devices. Here, we report a coral-inspired, lead-free synaptic device based on Cs<sub>3</sub>Bi<sub>2</sub>Br<sub>9</sub> perovskite nanocrystals prepared by centrifugal casting into a porous thin film. The device exhibits wavelength-dependent plasticity under 405, 520, and 635 nm illumination without an external bias. By modulating the light wavelength and intensity, short-term and long-term synaptic plasticity are achieved to mimic excitatory, inhibitory, and saturating biological responses. Structural and spectroscopic analyses reveal that bromine vacancies play a key role in the dynamic modulation of carrier transport and plasticity evolution. The efficient preprocessing of RGB visual information significantly enhances recognition accuracy in artificial neural network devices. This wavelength-specific modulation of synaptic plasticity, a novel approach for color image preprocessing and recognition, is very promising for the advancement of neuromorphic systems.

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Publication Details

Journal
ACS Applied Materials & Interfaces
Published
2025-08-14
DOI
https://doi.org/10.1021/acsami.5c09650
Citations
1
Primary Topic
Conducting polymers and applications
Type
article
Field-Weighted Citation Impact
0.61
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article

Multiwavelength-Responsive Plasticity in a Bias-Free Perovskite Synaptic Device for Neuromorphic Vision

Zhisong Xiao, Jiangshun Huang, Ruifeng Lu, Pengzhan Li et al.
1 citations
ACS Applied Materials & Interfaces
Conducting polymers and applications
0.61
article

Multiwavelength-Responsive Plasticity in a Bias-Free Perovskite Synaptic Device for Neuromorphic Vision

Zhisong Xiao, Jiangshun Huang, Ruifeng Lu, Pengzhan Li, Xueli Geng, Qiaofeng Yang, Anping Huang, Qin Gao, Paul Kim-Ho Chu, Juan Gao, Hao Zhang, Mei Wang, Yihang Liu
article en
1 citations

Abstract

Low-power and color-sensitive neuromorphic vision systems are critical to the next generation of intelligent devices. Here, we report a coral-inspired, lead-free synaptic device based on Cs<sub>3</sub>Bi<sub>2</sub>Br<sub>9</sub> perovskite nanocrystals prepared by centrifugal casting into a porous thin film. The device exhibits wavelength-dependent plasticity under 405, 520, and 635 nm illumination without an external bias. By modulating the light wavelength and intensity, short-term and long-term synaptic plasticity are achieved to mimic excitatory, inhibitory, and saturating biological responses. Structural and spectroscopic analyses reveal that bromine vacancies play a key role in the dynamic modulation of carrier transport and plasticity evolution. The efficient preprocessing of RGB visual information significantly enhances recognition accuracy in artificial neural network devices. This wavelength-specific modulation of synaptic plasticity, a novel approach for color image preprocessing and recognition, is very promising for the advancement of neuromorphic systems.

ACS Applied Materials & InterfacesVol. 17(34)
City University of Hong Kong (HK), Shanghai Micro Satellite Engineering Center (CN), Earth and Space Research (US), Beijing Information Science & Technology University (CN), Beihang University (CN)
Openalex Percentile: Top 32%
Conducting polymers and applications
0.61
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