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用于颜色感知的垂直集成的尖峰锥形光感受器阵列。

Vertically integrated spiking cone photoreceptor arrays for color perception.

机构信息

School of Electronic Science and Engineering, Collaborative Innovation Center of Advanced Microstructures, Nanjing University, Nanjing, 210093, China.

College of Integrated Circuit Science and Engineering, Nanjing University of Posts and Telecommunications, Nanjing, 210003, China.

出版信息

Nat Commun. 2023 Jun 10;14(1):3444. doi: 10.1038/s41467-023-39143-8.

Abstract

The cone photoreceptors in our eyes selectively transduce the natural light into spiking representations, which endows the brain with high energy-efficiency color vision. However, the cone-like device with color-selectivity and spike-encoding capability remains challenging. Here, we propose a metal oxide-based vertically integrated spiking cone photoreceptor array, which can directly transduce persistent lights into spike trains at a certain rate according to the input wavelengths. Such spiking cone photoreceptors have an ultralow power consumption of less than 400 picowatts per spike in visible light, which is very close to biological cones. In this work, lights with three wavelengths were exploited as pseudo-three-primary colors to form 'colorful' images for recognition tasks, and the device with the ability to discriminate mixed colors shows better accuracy. Our results would enable hardware spiking neural networks with biologically plausible visual perception and provide great potential for the development of dynamic vision sensors.

摘要

我们眼睛中的视锥细胞选择性地将自然光转换为尖峰信号,这使大脑具有高效节能的彩色视觉。然而,具有颜色选择性和尖峰编码能力的视锥状器件仍然具有挑战性。在这里,我们提出了一种基于金属氧化物的垂直集成的尖峰视锥光感受器阵列,它可以根据输入波长将持续光直接转换为一定速率的尖峰序列。这种尖峰视锥光感受器在可见光下的功耗非常低,每尖峰小于 400 皮焦耳,非常接近生物视锥。在这项工作中,我们利用三种波长的光作为伪三原色来形成用于识别任务的“彩色”图像,并且具有混合颜色识别能力的器件显示出更好的准确性。我们的研究结果将使具有生物逼真视觉感知的硬件尖峰神经网络成为可能,并为动态视觉传感器的发展提供巨大潜力。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1bc4/10257685/77c163b53dba/41467_2023_39143_Fig1_HTML.jpg

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