Seeing Convolution Through the Eyes of Finite Transformation Semigroup Theory: An Abstract Algebraic Interpretation of Convolutional Neural Networks.
Andrew HryniowskiAlexander WongPublished in: CoRR (2019)
Keyphrases
- convolutional neural networks
- high level
- algebraic geometry
- computer algebra
- theoretical framework
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- convolutional network
- algebraic structure
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- linear algebra
- set theoretic
- integral equation
- image processing
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