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.
Authors
- Zhisong Xiao (ORCID: https://orcid.org/0000-0001-7309-9900)
- Jiangshun Huang
- Ruifeng Lu
- Pengzhan Li
- Xueli Geng (ORCID: https://orcid.org/0000-0002-1736-8720)
- Qiaofeng Yang
- Anping Huang (ORCID: https://orcid.org/0000-0002-1365-3575)
- Qin Gao (ORCID: https://orcid.org/0000-0002-0573-9774)
- Paul Kim-Ho Chu (ORCID: https://orcid.org/0000-0002-5581-4883)
- Juan Gao (ORCID: https://orcid.org/0000-0003-3252-3474)
- Hao Zhang (ORCID: https://orcid.org/0000-0002-2373-1100)
- Mei Wang (ORCID: https://orcid.org/0009-0004-3508-2859)
- Yihang Liu (ORCID: https://orcid.org/0009-0007-3074-5125)
Institutions
- 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)
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