TY - JOUR
T1 - Multiwavelength-Responsive Plasticity in a Bias-Free Perovskite Synaptic Device for Neuromorphic Vision
AU - Gao, Juan
AU - Gao, Qin
AU - Huang, Jiangshun
AU - Geng, Xueli
AU - Li, Pengzhan
AU - Liu, Yihang
AU - Yang, Qiaofeng
AU - Zhang, Hao
AU - Wang, Mei
AU - Xiao, Zhisong
AU - Chu, Paul K.
AU - Lu, Ruifeng
AU - Huang, Anping
N1 - Publisher Copyright:
© 2025 American Chemical Society
PY - 2025/8/27
Y1 - 2025/8/27
N2 - 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.
AB - 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.
KW - coral-like perovskite
KW - photoelectric property
KW - synaptic plasticity
KW - tunable; neurocomputing
UR - https://www.scopus.com/pages/publications/105014393449
U2 - 10.1021/acsami.5c09650
DO - 10.1021/acsami.5c09650
M3 - 文章
C2 - 40810371
AN - SCOPUS:105014393449
SN - 1944-8244
VL - 17
SP - 48465
EP - 48473
JO - ACS Applied Materials and Interfaces
JF - ACS Applied Materials and Interfaces
IS - 34
ER -