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Regularizing Deep Learning Architectures
The Stochastic Delta Rule
Graphs comparing the use of SDR vs. Dropout. SDR has significantly less training and validation errors.
SInvention Summary:
Deep learning has enabled advances in text, image and speech analysis and processing. The deep layered neural networks necessary for these activities lead to high-dimensional, nonlinear parameter spaces that can prove...
Published: 7/28/2022
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Inventor(s): Stephen Hanson
Keywords(s):
Category(s): Technology Classifications > Software & Copyright, Technology Classifications > Software & Algorithms, Technology Classifications > Artificial Intelligence & Machine Learning
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