BriefGPT.xyz
May, 2017
卷积神经网络神经元的感受野、有效感受野和投影野是什么？
What are the Receptive, Effective Receptive, and Projective Fields of Neurons in Convolutional Neural Networks?
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Hung Le, Ali Borji
TL;DR
本文详细介绍了如何计算卷积神经网络（CNN）的不同层级的神经元的感受野、有效感受野和投影野。这些重要概念不仅有助于更好地理解和分析卷积和反卷积网络，还有助于优化它们在实际应用中的性能。
Abstract
In this work, we explain in detail how
receptive fields
, effective
receptive fields
, and
projective fields
of neurons in different layers,
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