Clifford convolutional neural networks: concepts, implementation, and an application for lymphoblast image classification

DOI10.1007/978-3-031-55985-3_10zbMATH Open1546.68028MaRDI QIDQ6616713

Marcos Eduardo Valle, Wilder B. Lopes, Guilherme S. Vieira

Publication date: 9 October 2024

zbMATH Keywords

Clifford algebradeep learningconvolutional neural networkacute lymphoblastic leukemiacomputer assisted diagnosis

Mathematics Subject Classification ID

Artificial neural networks and deep learning (68T07) Biomedical imaging and signal processing (92C55) Applications of Clifford algebras to physics, etc. (15A67)

Cites Work

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• Complex-valued neural networks with multi-valued neurons.
• Complex-valued neural networks
• The ubiquitous Kronecker product
• New applications of Clifford's geometric algebra
• On the history of the kronecker product
• Kronecker Products, Unitary Matrices and Signal Processing Applications
• Kronecker Product Extensions of Linear Operators
• Approximation by superpositions of a sigmoidal function

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