Multiwavelength-Responsive Plasticity in a Bias-Free Perovskite Synaptic Device for Neuromorphic Vision
Article 2025 en
Authors
JG
Juan Gao
QG
Qin Gao
JH
Jiangshun Huang
Abstract
1 min read
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.
Xueli Geng, Qin Gao, Gang Wu, Jiangshun Huang, Guoxing Wang, Yanbo Xin, Juan Gao, Bo Liang, Lei Gao, Mei Wang, Zhisong Xiao, Paul Kim Ho Chu, Anping Huang
Discussion(0)
No comments yet. Be the first to comment.