Geometric Algebra in Quantum Computational Intelligence

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dc.contributor.authorBayro-Corrochano, Eduardo
dc.contributor.editorKais, Sabre
dc.contributor.editorSkala, Václav
dc.date.accessioned2025-10-08T14:16:23Z
dc.date.available2025-10-08T14:16:23Z
dc.date.issued2025
dc.description.abstract-translatedRecent advancements in artificial intelligence (AI), machine learning, and quantum computing have positioned quantum machine learning as a transformative field. Quantum computers offer a significant advantage in solving complex problems that are difficult for classical systems, by leveraging quantum algorithms for more efficient computations. These developments open up vast possibilities across a wide range of disciplines. In traditional quantum mechanics, the tensor product is employed to construct multiparticle states and define operators acting on them, serving as a tool to distinguish the Hilbert spaces of individual particles. Alternatively, the geometric algebra framework offers an innovative approach to representing the tensor product through the geometric product, utilizing multivectors. In this paper, we introduce several advanced algorithms, including the Quantum Quaternion Fourier Transform, Quantum Key Distribution, Geometric Algebra Quantum Convolutional Neural Networks, and the Geometric Fuzzy Inference Engine, aimed at enhancing robotic decision-making processes.en
dc.format8 s.cs
dc.identifier.doihttp://www.doi.org/10.24132/CSRN.2025-A07
dc.identifier.issn2464-4617
dc.identifier.issn2464-4625
dc.identifier.urihttp://hdl.handle.net/11025/62925
dc.language.isoenen
dc.publisherVaclav Skala - UNION Agencyen
dc.rights© Václav Skala - UNION Agencyen
dc.rights.accessopenAccessen
dc.subjectkvantové výpočtycs
dc.subjectstrojové učenícs
dc.subjectgeometrická algebracs
dc.subjectzpracování lékařských obrazůcs
dc.subjectkvantová distribuce klíčů a robotikacs
dc.subject.translatedquantum computingen
dc.subject.translatedmachine learningen
dc.subject.translatedgeometric algebraen
dc.subject.translatedmedical image processingen
dc.subject.translatedquantum key distribution and roboticsen
dc.titleGeometric Algebra in Quantum Computational Intelligenceen
dc.typekonferenční příspěvekcs
dc.typeconferenceObjecten
dc.type.statusPeer revieweden
dc.type.versionpublishedVersionen
local.files.count2*
local.files.size2706329*
local.has.filesyes*

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