计算机科学
计算机视觉
运动(物理)
运动知觉
人工智能
作者
Xuan Pan,J. Shi,Pengfei Wang,Shuang Wang,Chen Pan,Wentao Yu,Bin Cheng,Shi‐Jun Liang,Feng Miao
出处
期刊:Science Advances
[American Association for the Advancement of Science (AAAS)]
日期:2023-09-29
卷期号:9 (39)
被引量:22
标识
DOI:10.1126/sciadv.adi4083
摘要
Parallel perception of visual motion is of crucial significance to the development of an intelligent machine vision system. However, implementing in-sensor parallel visual motion perception using conventional complementary metal-oxide semiconductor technology is challenging, because the temporal and spatial information embedded in motion cannot be simultaneously encoded and perceived at the sensory level. Here, we demonstrate the parallel perception of diverse motion modes at the sensor level by exploiting light-tunable memory matrix in a van der Waals (vdW) heterostructure array. The optoelectronic characteristics of gate-tunable photoconductivity and light-tunable memory matrix enable devices in the array to realize simultaneous encoding and processing of incoming spatiotemporal light pattern. Furthermore, we implement a visual motion perceptron with the array capable of deciphering multiple motion parameters in parallel, including direction, velocity, acceleration, and angular velocity. Our work opens up a promising venue for the realization of an intelligent machine vision system based on in-sensor motion perception.
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