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1. (WO2018182694) METHODS AND APPARATUS FOR MAGNETOELECTRIC NEURONS IN NEURAL NETWORKS
Latest bibliographic data on file with the International Bureau    Submit observation

Pub. No.: WO/2018/182694 International Application No.: PCT/US2017/025413
Publication Date: 04.10.2018 International Filing Date: 31.03.2017
IPC:
G06N 3/063 (2006.01) ,G06N 3/08 (2006.01) ,G06N 99/00 (2010.01)
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
063
using electronic 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
08
Learning methods
G PHYSICS
06
COMPUTING; CALCULATING; COUNTING
N
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
99
Subject matter not provided for in other groups of this subclass
Applicants: INTEL CORPORATION[US/US]; 2200 Mission College Boulevard Santa Clara, California 95054, US
Inventors: NIKONOV, Dmitri E.; US
MANIPATRUNI, Sasikanth; US
YOUNG, Ian A.; US
Agent: SALMON, Scott D.; US
Priority Data:
Title (EN) METHODS AND APPARATUS FOR MAGNETOELECTRIC NEURONS IN NEURAL NETWORKS
(FR) PROCÉDÉS ET APPAREIL POUR NEURONES MAGNÉTOÉLECTRIQUES DANS DES RÉSEAUX NEURONAUX
Abstract:
(EN) Methods and apparatus for magnetoelectric neurons in neural networks are disclosed. An example artificial neuron for a neural network includes a first magnetoelectric spin orbit (MESO) device including a first magnet. The first MESO device converts an input current to a charge current having a proportional relationship with the input current. The input current corresponds to an input signal of the artificial neuron. The example neuron further includes a second MESO device including a second magnet. A magnetization of the second magnet is to vary based on the charge current. The magnetization of the second magnet defines an output signal of the artificial neuron.
(FR) L'invention concerne des procédés et un appareil pour des neurones magnétoélectriques dans des réseaux neuronaux. Un exemple de neurone artificiel pour un réseau neuronal comprend un premier dispositif de spin-orbite magnétoélectrique (MESO) comprenant un premier aimant. Le premier dispositif MESO convertit un courant d'entrée en un courant de charge ayant une relation proportionnelle avec le courant d'entrée. Le courant d'entrée correspond à un signal d'entrée du neurone artificiel. Le neurone donné à titre d'exemple comprend en outre un second dispositif MESO comprenant un second aimant. Une magnétisation du second aimant est à varier sur la base du courant de charge. La magnétisation du second aimant définit un signal de sortie du neurone artificiel.
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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, 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)