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1. WO2020090214 - METHOD FOR DECODING, COMPUTER PROGRAM PRODUCT, AND DEVICE

Publication Number WO/2020/090214
Publication Date 07.05.2020
International Application No. PCT/JP2019/034317
International Filing Date 26.08.2019
IPC
G06N 3/04 2006.01
GPHYSICS
06COMPUTING; CALCULATING OR COUNTING
NCOMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
3Computer systems based on biological models
02using neural network models
04Architecture, e.g. interconnection topology
G06N 3/08 2006.01
GPHYSICS
06COMPUTING; CALCULATING OR COUNTING
NCOMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
3Computer systems based on biological models
02using neural network models
08Learning methods
CPC
G06N 3/0481
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
NCOMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
3Computer systems based on biological models
02using neural network models
04Architectures, e.g. interconnection topology
0481Non-linear activation functions, e.g. sigmoids, thresholds
G06N 3/084
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
NCOMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
3Computer systems based on biological models
02using neural network models
08Learning methods
084Back-propagation
Applicants
  • MITSUBISHI ELECTRIC CORPORATION [JP]/[JP] (AE, AG, AL, AM, AO, AT, AU, AZ, BA, BB, BE, BF, BG, BH, BJ, BN, BR, BW, BY, BZ, CA, CF, CG, CH, CI, CL, CM, CN, CO, CR, CU, CY, CZ, DE, DJ, DK, DM, DO, DZ, EC, EE, EG, ES, FI, FR, GA, GB, GD, GE, GH, GM, GN, GQ, GR, GT, GW, HN, HR, HU, ID, IE, IL, IN, IR, IS, IT, JO, KE, KG, KH, KM, KN, KP, KR, KW, KZ, LA, LC, LK, LR, LS, LT, LU, LV, LY, MA, MC, MD, ME, MG, MK, ML, MN, MR, MT, MW, MX, MY, MZ, NA, NE, NG, NI, NL, NO, NZ, OM, PA, PE, PG, PH, PL, PT, QA, RO, RS, RU, RW, SA, SC, SD, SE, SG, SI, SK, SL, SM, SN, ST, SV, SY, SZ, TD, TG, TH, TJ, TM, TN, TR, TT, TZ, UA, UG, US, UZ, VC, VN, ZA, ZM, ZW)
  • MITSUBISHI ELECTRIC R&D CENTRE EUROPE B.V. [NL]/[NL] (JP)
Inventors
  • CORLAY, Vincent
  • BRUNEL, Loic
  • CIBLAT, Philippe
  • BOUTROS, Joseph
Agents
  • SOGA, Michiharu
Priority Data
18306413.829.10.2018EP
Publication Language English (EN)
Filing Language English (EN)
Designated States
Title
(EN) METHOD FOR DECODING, COMPUTER PROGRAM PRODUCT, AND DEVICE
(FR) PROCÉDÉ DE DÉCODAGE, PRODUIT PROGRAMME D'ORDINATEUR ET DISPOSITIF
Abstract
(EN)
The invention relates to a method for decoding at least M0 symbols X01,..., X0M0 received from a transmitter through a wireless communication medium, said received symbols representing symbols encoded by an encoder E of the transmitter, said method comprising: inputting in a decoder the M0 symbols X01,..., X0M0, said decoder comprising an artificial neural network system, wherein at least an activation function of the artificial neural network system is a multiple level activation function.
(FR)
La présente invention concerne un procédé de décodage d'au moins M0 symboles X0 1,..., X0 M0 reçus d'un émetteur par l'intermédiaire d'un support de communication sans fil, lesdits symboles reçus représentant des symboles codés par un codeur E de l'émetteur, ledit procédé consistant : à entrer dans un décodeur les M0 symboles X0 1,..., X0 M0, ledit décodeur comprenant un système de réseau neuronal artificiel (ANN), au moins une fonction d'activation du système de réseau neuronal artificiel étant une fonction d'activation à multiples niveaux.
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