LASER-BASED METHODS, DEVICES AND SYSTEMS FOR QUANTUM CLASSIFICATION AND OPERATION CONTROL

A method comprising: radiating a vacuum chamber comprising an ensemble of neutral atoms with laser so as to trap atoms and form a quantum register; configuring a laser controlling function with M unitary operations based on a cost function for classification problems and a training dataset about a m...

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Bibliographische Detailangaben
Hauptverfasser: Mugel, Samuel, Orús, Román, del Bimbo, Gianni
Format: Patent
Sprache:eng ; fre ; ger
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Zusammenfassung:A method comprising: radiating a vacuum chamber comprising an ensemble of neutral atoms with laser so as to trap atoms and form a quantum register; configuring a laser controlling function with M unitary operations based on a cost function for classification problems and a training dataset about a monitored target; radiating the ensemble of atoms accordingly; reading the quantum register; set a quantum classifier if the cost function with the values of the quantum register meet a condition, keep changing the laser controlling function and radiating the ensemble of atoms otherwise until a convergence condition is met, at which point the quantum classifier is set.