WO2025210183 - METHOD FOR CLASSIFYING A DATA ITEM, QUANTUM CONVOLUTIONAL NEURAL NETWORK, AND QUANTUM ELECTRONIC DEVICE THEREFOR

National phase entry is expected:
Publication Number WO/2025/210183
Publication Date 09.10.2025
International Application No. PCT/EP2025/059181
International Filing Date 03.04.2025
Title **
[English] METHOD FOR CLASSIFYING A DATA ITEM, QUANTUM CONVOLUTIONAL NEURAL NETWORK, AND QUANTUM ELECTRONIC DEVICE THEREFOR
[French] PROCÉDÉ DE CLASSIFICATION D'UNE DONNÉE, RÉSEAU DE NEURONES CONVOLUTIF QUANTIQUE, ET DISPOSITIF ÉLECTRONIQUE QUANTIQUE ASSOCIÉ
Applicants **
ORANGE
Inventors
BARRUE, Grégoire
QUERTIER, Tony
Priority Data
FR2403552   05.04.2024   FR
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Quotation for National Phase entry

Country StagesTotal
China Filing, Examination, Granting1975
EPO Filing, Examination, Granting8261
Japan Filing, Examination, Granting2076
South Korea Filing, Examination, Granting1873
USA Filing, Examination, Granting5340
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Total: 19,525
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Abstract[English] The invention relates to a method for classifying a data item implemented by a quantum electronic device, which method comprises: obtaining a set of features describing the data item to be classified; and classifying the data item using a quantum convolutional neural network comprising a plurality of successive processing layers, the classification comprising gradually encoding the features of the set by means of a plurality of encoding layers of the network.[French] L'invention concerne un procédé de classification d'une donnée mis en œuvre par un dispositif électronique quantique et comprenant : une obtention d'un ensemble de caractéristiques décrivant la donnée à classifier; et, une classification de la donnée par un réseau de neurones convolutif quantique comprenant une pluralité de couches de traitement successives, ladite classification comprenant un encodage progressif des caractéristiques de l'ensemble par plusieurs couches d'encodage dudit réseau.

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