Convolution and correlation algebras

Borsellino, A; Poggio, T

doi:10.1007/BF00288790

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Convolution and correlation algebras

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Poggio, T
Former Department Information Processing in Insects, Max Planck Institute for Biological Cybernetics, Max Planck Society;
Max Planck Institute for Biological Cybernetics, Max Planck Society;

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https://link.springer.com/content/pdf/10.1007/BF00288790.pdf
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Citation

Borsellino, A., & Poggio, T. (1973). Convolution and correlation algebras. Kybernetik, 13(2), 113-122. doi:10.1007/BF00288790.

Cite as: https://hdl.handle.net/21.11116/0000-0006-89FB-5

Abstract

An algebraic characterization of convolution and correlation is outlined. The basic algebraic structures generated on a suitable vector space by the two operations are described. The convolution induces an associative Abelian algebra over the real field; the correlation induces a not-associative, not-commutative — but Lieadmissible algebra — with a left unity. The algebraic connection between the two algebras is found to coincide with the relation of isotopy, an extension of the concept of equivalence. The interest of these algebraic structures with respect to information processing is discussed.