PbS/CsPbBr 3 Heterojunction for Broadband Neuromorphic Vision Sensing

神经形态工程学 材料科学 异质结 光电子学 带隙 响应度 光电效应 光电探测器 人工智能 计算机科学 人工神经网络
作者
Kangmin Leng,Zhiqiang Guo,Junming Chen,Yao Fu,Ruihua Ma,Xuechao Yu,Li Wang,Qisheng Wang
出处
期刊:ACS Applied Materials & Interfaces [American Chemical Society]
卷期号:16 (6): 7470-7479 被引量:14
标识
DOI:10.1021/acsami.3c17935
摘要

Neuromorphic light sensors with analogue-domain image processing capability hold promise for overcoming the energy efficiency limitations and latency of von Neumann architecture-based vision chips. Recently, metal halide perovskites, with strong light–matter interaction, long carrier diffusion length, and exceptional photoelectric conversion efficiencies, exhibit reconfigurable photoresponsivity due to their intrinsic ion migration effect, which is expected to advance the development of visual sensors. However, suffering from a large bandgap, it is challenging to achieve highly tunable responsivity simultaneously with a wide-spectrum response in perovskites, which will significantly enhance the image recognition accuracy through the machine learning algorithm. Herein, we demonstrate a broadband neuromorphic visual sensor from visible (Vis) to near-infrared (NIR) by coupling all-inorganic metal halide perovskites (CsPbBr 3 ) with narrow-bandgap lead sulfide (PbS). The PbS/CsPbBr 3 heterostructure is composed of high-quality single crystals of PbS and CsPbBr 3 . Interestingly, the ion migration of CsPbBr 3 with the implementation of an electric field induces the energy band dynamic bending at the interface of the PbS/CsPbBr 3 heterojunction, leading to reversible, multilevel, and linearly tunable photoresponsivity. Furthermore, the reconfigurable and broadband photoresponse in the PbS/CsPbBr 3 heterojunction allows convolutional neuronal network processing for pattern recognition and edge enhancements from the Vis to the NIR waveband, suggesting the great potential of the PbS/CsPbBr 3 heterostructure in artificial intelligent vision sensing.
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