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Birdlike broadband neuromorphic visual sensor arrays for fusion imaging

Engineering and Technology

Birdlike broadband neuromorphic visual sensor arrays for fusion imaging

P. Xie, Y. Xu, et al.

Discover groundbreaking research by Pengshan Xie and colleagues on a novel van der Waals P3HT/GaAs nanowires P-N junction. This innovative broadband neuromorphic visual sensor array combines non-volatile storage capabilities with low-light perception and minimal power usage, achieving remarkable color recognition and fusion imaging accuracy.

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~3 min • Beginner • English
Abstract
Wearable visual bionic devices, fueled by advancements in artificial intelligence, are making remarkable progress. However, traditional silicon vision chips often grapple with high energy losses and challenges in emulating complex biological behaviors. In this study, we constructed a van der Waals P3HT/GaAs nanowires P-N junction by carefully directing the arrangement of organic molecules. Combined with a Schottky junction, this facilitated multifaceted birdlike visual enhancement, including broadband non-volatile storage, low-light perception, and a near-zero power consumption operating mode in both individual devices and 5 × 5 arrays on arbitrary substrates. Specifically, we realized over 5 bits of in-memory sensing and computing with both negative and positive photoconductivity. When paired with two imaging modes (visible and UV), our reservoir computing system demonstrated up to 94% accuracy for color recognition. It achieved motion and UV grayscale information extraction (displayed with sunscreen), leading to fusion visual imaging. This work provides a promising co-design of material and device for a broadband and highly biomimetic optoelectronic neuromorphic system.
Publisher
Nature Communications
Published On
Sep 27, 2024
Authors
Pengshan Xie, Yunchao Xu, Jingwen Wang, Dengji Li, Yuxuan Zhang, Zixin Zeng, Boxiang Gao, Quan Quan, Bowen Li, You Meng, Weijun Wang, Yezhan Li, Yan Yan, Yi Shen, Jia Sun, Johnny C. Ho
Tags
neuromorphic visual sensor
P3HT/GaAs nanowires
non-volatile storage
low-light perception
reservoir computing
color recognition
visual imaging
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