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3D-Stacked CMOS SPAD Image Sensors: Technology and Applications

机译:3D堆叠CMOS SPAD图像传感器:技术和应用

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3D-stacked CMOS SPAD based image sensors hold the promise for better sensitivity and more functionality per pixel. The technology enables to separate detection from computation onto different chips, or tiers, that are stacked onto one another. One advantage is to be able to independently optimize detection and processing in dedicated processes. Another is to achieve extremely low skews across large chips, thus enabling accurate timing over multi-megapixel image sensors. A further advantage is the potential of implementing advanced functionality requiring large arrays of computational units directly connected with the detectors, thus paving the way to on-chip convolutional neural networks and deep learning engines. In this paper we review several technologies enabling this interesting evolution and examples of possible implementations in the context of actual applications.
机译:基于3D堆叠CMOS SPAD的图像传感器有望实现更高的灵敏度和每个像素更多的功能。这项技术可以将检测与计算分离到彼此堆叠的不同芯片或层上。优点之一是能够独立优化专用过程中的检测和处理。另一个目的是在大型芯片上实现极低的偏斜,从而在数百万像素的图像传感器上实现准确的时序。另一个优势是实现高级功能的潜力,该功能需要与检测器直接相连的大型计算单元阵列,从而为片上卷积神经网络和深度学习引擎铺平了道路。在本文中,我们回顾了使这种有趣的发展成为可能的几种技术,以及在实际应用中可能实现的示例。

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