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

A method for quantum classification and operation control includes radiating a vacuum chamber having an ensemble of neutral atoms with laser so as to trap atoms and form a quantum register. The method further includes the step of 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, and setting 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.