EP 4179469 A1 20230517 - ELECTRONIC DEVICE AND METHOD FOR PROCESSING DATA BASED ON REVERSIBLE GENERATIVE NETWORKS, ASSOCIATED ELECTRONIC DETECTION SYSTEM AND ASSOCIATED COMPUTER PROGRAM
Title (en)
ELECTRONIC DEVICE AND METHOD FOR PROCESSING DATA BASED ON REVERSIBLE GENERATIVE NETWORKS, ASSOCIATED ELECTRONIC DETECTION SYSTEM AND ASSOCIATED COMPUTER PROGRAM
Title (de)
ELEKTRONISCHE VORRICHTUNG UND VERFAHREN ZUR DATENVERARBEITUNG AUF BASIS REVERSIBLER GENERATIVER NETZWERKE, ZUGEHÖRIGES ELEKTRONISCHES DETEKTIONSSYSTEM UND ZUGEHÖRIGES COMPUTERPROGRAMM
Title (fr)
DISPOSITIF ÉLECTRONIQUE ET PROCÉDÉ DE TRAITEMENT DE DONNÉES À BASE DE RÉSEAUX GÉNÉRATIFS INVERSIBLES, SYSTÈME ÉLECTRONIQUE DE DÉTECTION ET PROGRAMME D'ORDINATEUR ASSOCIÉS
Publication
Application
Priority
- FR 2007287 A 20200709
- EP 2021068861 W 20210707
Abstract (en)
[origin: WO2022008605A1] This electronic device for processing one or more data comprises: - a module (16) for acquiring a set of one or more data to be processed; - a computing module (18) including a plurality of components (20, Ck), each associated with a respective task, each component being configured to implement a reversible neural network to compute a vector in a latent space, called latent vector (hk), on the basis of the set of one or more data; - a module (22) for determining a task for each datum, by: + evaluating, for each component, a likelihood score on the basis of the corresponding latent vector; + assigning, to said datum, the task associated with the component with highest likelihood score from among the plurality of evaluated scores; and + if the likelihood score is inconsistent with the component associated with the assigned task, changing the assigned task into an unknown task.
IPC 8 full level
G06N 3/04 (2023.01); G06N 3/08 (2023.01); G06N 7/00 (2023.01)
CPC (source: EP US)
G06N 3/045 (2023.01 - EP); G06N 3/047 (2023.01 - EP US); G06N 3/0475 (2023.01 - US); G06N 3/088 (2013.01 - EP); G06N 7/01 (2023.01 - EP)
Citation (search report)
See references of WO 2022008605A1
Designated contracting state (EPC)
AL AT BE BG CH CY CZ DE DK EE ES FI FR GB GR HR HU IE IS IT LI LT LU LV MC MK MT NL NO PL PT RO RS SE SI SK SM TR
Designated extension state (EPC)
BA ME
Designated validation state (EPC)
KH MA MD TN
DOCDB simple family (publication)
FR 3112413 A1 20220114; FR 3112413 B1 20230224; EP 4179469 A1 20230517; US 2023252271 A1 20230810; WO 2022008605 A1 20220113
DOCDB simple family (application)
FR 2007287 A 20200709; EP 2021068861 W 20210707; EP 21742808 A 20210707; US 202118004640 A 20210707