BriefGPT.xyz
Aug, 2018
Dropout是随机delta规则的特例:更快、更准的深度学习
Dropout is a special case of the stochastic delta rule: faster and more accurate deep learning
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Noah Frazier-Logue, Stephen José Hanson
TL;DR
本研究比较了Dropout和Stochastic Delta Rule两种算法在神经网络的参数估计任务上的表现,结果发现SDR相对于Dropout具有更好的性能。
Abstract
Multi-layer
neural networks
have lead to remarkable performance on many kinds of benchmark tasks in text, speech and image processing. Nonlinear
parameter estimation
in
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