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ETD

Digital archive of theses discussed at the University of Pisa

 

Thesis etd-02092026-155934


Thesis type
Tesi di laurea magistrale
URN
etd-02092026-155934
Thesis title
Quantum Artificial Intelligence: A Novel Quantum Embedding
Department
INGEGNERIA DELL'INFORMAZIONE
Course of study
ARTIFICIAL INTELLIGENCE AND DATA ENGINEERING
Supervisors
.
relatore Cococcioni, Marco
Keywords
  • machine learning
  • quantum
  • quantum convolutional neural networks
  • quantum machine learning
  • quantum neural networks
Graduation session start date
27/02/2026
Availability
Withheld
Release date
27/02/2029
Abstract (Inglese)
Abstract (Italiano)
This thesis investigates the development and potential of quantum machine learning, and proposes a new quantum embedding method for quantum convolutional neural networks based on the injection of global statistics into local image patches.
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