神经形态工程学
编码器
光电效应
计算机科学
光电探测器
尖峰神经网络
感知
视觉感受
视力
人工智能
人工神经网络
计算机视觉
材料科学
光电子学
光学
神经科学
物理
生物
操作系统
作者
Chunsheng Chen,Yongli He,Huiwu Mao,Li Zhu,Xiangjing Wang,Ying Zhu,Yixin Zhu,Yi Shi,Changjin Wan,Qing Wan
标识
DOI:10.1002/adma.202201895
摘要
memristive spiking encoders have a biologically similar frequency range of 1-200 Hz and sub-micro watts power. Such spiking encoder is integrated with a photodetector and a network of neuromorphic transistors, for information collection and recognition tasks, respectively. The distance-dependent response and eye fatigue of biological visual systems have been mimicked based on such photoelectric spiking neuron. The simulated depth perception shows a recognition improvement by adapting to sights at different distances. The results can advance the technologies in bioinspired or robotic systems that may be endowed with depth perception and power efficiency at the same time.
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