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Smooth Non-increasing Square Spatial Extents of Filters in Convolutional Layers of CNNs for Image Classification Problems

Applied Computer Systems
Volume 23 (2018): Issue 1 (May 2018)
By:
Open Access
|May 2018

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DOI: https://doi.org/10.2478/acss-2018-0007 | Journal eISSN: 2255-8691 | Journal ISSN: 2255-8683
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Language: English
Page range: 52 - 62
Published on: May 30, 2018
Published by: Riga Technical University
In partnership with: Paradigm Publishing Services
Publication frequency: 1 times per year
Keywords:
Convolutional layer,
convolutional neural networks,
filters,
hyperparameters,
network architecture,
square spatial extents of filters
Related subjects:
Computer sciences,
Artificial intelligence,
Information technology,
Project management,
Software development

© 2018 Vadim V. Romanuke, published by Riga Technical University
This work is licensed under the Creative Commons Attribution 4.0 License.

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