scientific article; zbMATH DE number 7454907

zbMath1477.68275arXiv2101.10488MaRDI QIDQ5019680

Fabio Zanasi, Paul W. Wilson

Publication date: 10 January 2022

Full work available at URL: https://arxiv.org/abs/2101.10488

Title: zbMATH Open Web Interface contents unavailable due to conflicting licenses.

Mathematics Subject Classification ID

Computational learning theory (68Q32) Learning and adaptive systems in artificial intelligence (68T05) Switching theory, applications of Boolean algebras to circuits and networks (94C11) Synthetic differential geometry, tangent categories, differential categories (18F40)

Related Items (5)

Latent Fibrations: Fibrations for Categories of Partial Maps ⋮ An axiomatic approach to differentiation of polynomial circuits ⋮ Categorical foundations of gradient-based learning ⋮ Unnamed Item ⋮ Categories of Differentiable Polynomial Circuits for Machine Learning

Uses Software

• UCI-ml
• CIFAR
• BinaryConnect
• BinaryNet
• PRMLT

Cites Work

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• On the Boolean partial derivatives and their composition
• Towards an algebraic theory of Boolean circuits.
• A Survey of Graphical Languages for Monoidal Categories
• Rewriting modulo symmetric monoidal structure

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