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Sep, 2023
脉冲式神经位场: 使仿生神经网络透视现实世界
Spiking NeRF: Making Bio-inspired Neural Networks See through the Real World
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Xingting Yao, Qinghao Hu, Tielong Liu, Zitao Mo, Zeyu Zhu...
TL;DR
本文提出了脉冲神经元网络(SpikingNeRF),通过将辐射光线与SNN的时间维度对齐,以自然地适应Radiance Fields的重建,使计算以脉冲为基础,无需乘法运算,从而降低能耗。
Abstract
spiking neuron networks
(SNNs) have been thriving on numerous tasks to leverage their promising energy efficiency and exploit their potentialities as biologically plausible intelligence. Meanwhile, the
neural radiance f
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