journal article·2025-08-27

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

Juan Gao, Qin Gao, Jiangshun Huang, Xueli Geng, Pengzhan Li, Yihang Liu, Qiaofeng Yang, Hao Zhang, Mei Wang, Zhisong Xiao, Paul K. Chu, Ruifeng Lu, Anping Huang

ACS Applied Materials & Interfaces· Volume 17· Issue 34
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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 3 Bi 2 Br 9 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.
Source: openalex_inverted_index · Quality: baseline

Research context

OpenAlex topics: Conducting polymers and applications · Perovskite Materials and Applications · Advanced Memory and Neural Computing

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

School of Physics

Beihang University

School of Applied Science

Beijing Information Science & Technology University

School of Space and Earth Sciences

Department of Physics, Department of Materials Science and Engineering, and Department of Biomedical Engineering, City University of Hong Kong, Tat Chee Avenue, Kowloon, Hong Kong 999077, China

Shanghai Institute of Satellite Engineering

Funding

National Key Research and Development Program of China · China Aerospace Science and Technology Corporation · City University of Hong Kong · National Natural Science Foundation of China

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