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1. (WO2018219839) TRAINING OF PHOTONIC RESERVOIR COMPUTING SYSTEMS
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Pub. No.: WO/2018/219839 International Application No.: PCT/EP2018/063857
Publication Date: 06.12.2018 International Filing Date: 26.05.2018
IPC:
G06N 3/067 (2006.01) ,G06N 3/04 (2006.01)
G PHYSICS
06
COMPUTING; CALCULATING; COUNTING
N
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
3
Computer systems based on biological models
02
using neural network models
06
Physical realisation, i.e. hardware implementation of neural networks, neurons or parts of neurons
067
using optical means
G PHYSICS
06
COMPUTING; CALCULATING; COUNTING
N
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
3
Computer systems based on biological models
02
using neural network models
04
Architecture, e.g. interconnection topology
Applicants:
UNIVERSITEIT GENT [BE/BE]; Sint-Pietersnieuwstraat 25 9000 Gent, BE
IMEC VZW [BE/BE]; Kapeldreef 75 3001 Leuven, BE
Inventors:
BIENSTMAN, Peter; BE
KATUMBA, Andrew; BE
HEYVAERT, Jelle; BE
DAMBRE, Joni; BE
FREIBERGER, Matthias; BE
Agent:
WAUTERS, Davy; BE
VAES, Peter; BE
CLERINX, Peter; BE
EGO, Christophe; BE
HERTOGHE, Kris; BE
VAN BLADEL, Marc; BE
Priority Data:
17173169.829.05.2017EP
Title (EN) TRAINING OF PHOTONIC RESERVOIR COMPUTING SYSTEMS
(FR) APPRENTISSAGE DE SYSTÈMES INFORMATIQUES À RÉSERVOIR PHOTONIQUE
Abstract:
(EN) A photonics reservoir computing system is described. The system is configured for propagating at least one optical signal so as to create resulting radiation signals in the output channels. The photonics reservoir computing system further comprises weighting elements for weighting signals from the output channels, and at least one optical detector for optically detecting signals from the output channels. The system is adapted for estimating signals from the output channels through an output of the optical detector.
(FR) La présente invention concerne un système informatique à réservoir photonique. Le système est configuré pour propager au moins un signal optique de façon à créer des signaux de rayonnement ainsi obtenus dans les canaux de sortie. Le système de calcul à réservoir photonique comprend en outre des éléments de pondération servant à pondérer des signaux à partir des canaux de sortie, et au moins un détecteur optique servant à détecter optiquement des signaux à partir des canaux de sortie. Le système est conçu pour estimer des signaux provenant des canaux de sortie par l'intermédiaire d'une sortie du détecteur optique.
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Designated States: AE, AG, AL, AM, AO, AT, AU, AZ, BA, BB, BG, BH, BN, BR, BW, BY, BZ, CA, CH, CL, CN, CO, CR, CU, CZ, DE, DJ, DK, DM, DO, DZ, EC, EE, EG, ES, FI, GB, GD, GE, GH, GM, GT, HN, HR, HU, ID, IL, IN, IR, IS, JO, JP, KE, KG, KH, KN, KP, KR, KW, KZ, LA, LC, LK, LR, LS, LU, LY, MA, MD, ME, MG, MK, MN, MW, MX, MY, MZ, NA, NG, NI, NO, NZ, OM, PA, PE, PG, PH, PL, PT, QA, RO, RS, RU, RW, SA, SC, SD, SE, SG, SK, SL, SM, ST, SV, SY, TH, TJ, TM, TN, TR, TT, TZ, UA, UG, US, UZ, VC, VN, ZA, ZM, ZW
African Regional Intellectual Property Organization (ARIPO) (BW, GH, GM, KE, LR, LS, MW, MZ, NA, RW, SD, SL, ST, SZ, TZ, UG, ZM, ZW)
Eurasian Patent Office (AM, AZ, BY, KG, KZ, RU, TJ, TM)
European Patent Office (EPO) (AL, AT, BE, BG, CH, CY, CZ, DE, DK, EE, ES, FI, FR, GB, GR, HR, HU, IE, IS, IT, LT, LU, LV, MC, MK, MT, NL, NO, PL, PT, RO, RS, SE, SI, SK, SM, TR)
African Intellectual Property Organization (BF, BJ, CF, CG, CI, CM, GA, GN, GQ, GW, KM, ML, MR, NE, SN, TD, TG)
Publication Language: English (EN)
Filing Language: English (EN)