In-sensor Computing Devices for Bio-inspired Vision Sensors

Fuyou Liao, Yang Chai
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Abstract

The rapid development of Internet of Things generates abundant data, which demands a new computing paradigm to efficiently process these data at sensory terminals. Vision is the most typical sensor-data-intensive application. Biological visual systems have considerable advantages in terms of energy efficiency and multiple functionalities. The existing artificial vision system based on conventional image sensors, memory, and processing units has complex circuitry, high power consumption, and limited perception range. We design and demonstrate optoelectronic devices for bio-inspired visual sensors, which enable image sensing, neuromorphic visual pre-processing, and effective adaptation to a wide range of light-intensity.
仿生视觉传感器的传感器内计算装置
物联网的快速发展产生了大量的数据,需要一种新的计算模式来高效地处理这些数据。视觉是最典型的传感器数据密集型应用。生物视觉系统在能源效率和多功能方面具有相当大的优势。现有的基于传统图像传感器、存储器和处理单元的人工视觉系统电路复杂、功耗高、感知范围有限。我们设计并演示了用于生物视觉传感器的光电器件,该器件能够实现图像传感、神经形态视觉预处理以及对大范围光强度的有效适应。
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