Rios Huguet, ArnauRozalén Sarmiento, JavierAinaud Fondevila, Joan2024-10-012024-10-012024-06https://hdl.handle.net/2445/215503Treballs Finals de Grau de Física, Facultat de Física, Universitat de Barcelona, Curs: 2024, Tutors: Arnau Rios, Javier RozalénA combination of Machine Learning techniques with Quantum Computing is presented in the form of a Quantum Convolutional Neural Network. This paradigm is implemented with Python to solve two simple problems. Small scaling of the complexity with respect to the input size is observed, and the detriment of architectures with a lot of depth6 p.application/pdfengcc-by-nc-nd (c) Ainaud, 2024http://creativecommons.org/licenses/by-nc-nd/3.0/es/Xarxes neuronals convolucionalsOrdinadors quànticsTreballs de fi de grauConvolutional neural networksQuantum computersBachelor's thesesinfo:eu-repo/semantics/bachelorThesisinfo:eu-repo/semantics/openAccess