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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*
  • *此作品的通讯作者

科研成果: 期刊稿件文章同行评审

摘要

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 Cs3Bi2Br9perovskite 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.

源语言英语
页(从-至)48465-48473
页数9
期刊ACS Applied Materials and Interfaces
17
34
DOI
出版状态已出版 - 27 8月 2025

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