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Continuous approximation by convolutional neural networks with a sigmoidal function.
Weike Chang
Published in:
CoRR (2022)
Keyphrases
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convolutional neural networks
continuous functions
piecewise constant
piecewise linear
convolutional network
approximation error
linear functions
closed form
error bounds
approximation algorithms
activation function
series expansion
convex functions
approximation methods
linear approximation
weight function