An axiomatic approach to differentiation of polynomial circuits

DOI10.1016/j.jlamp.2023.100892OpenAlexW4382775361MaRDI QIDQ6052943

Paul W. Wilson, Fabio Zanasi

Publication date: 25 September 2023

Published in: Journal of Logical and Algebraic Methods in Programming (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.jlamp.2023.100892

Mathematics Subject Classification ID

Computer science (68-XX)

Cites Work

• Towards an algebraic theory of Boolean circuits.
• Multilayer feedforward networks are universal approximators
• A Survey of Graphical Languages for Monoidal Categories
• Props in Network Theory
• String diagram rewrite theory II: Rewriting with symmetric monoidal structure
• String diagram rewrite theory III: Confluence with and without Frobenius
• Categories of Differentiable Polynomial Circuits for Machine Learning
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