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1. WO2022025303 - METHOD FOR PERFORMING JOINT REASONING IN WIRELESS COMMUNICATION SYSTEM, AND APPARATUS THEREFOR

Publication Number WO/2022/025303
Publication Date 03.02.2022
International Application No. PCT/KR2020/009839
International Filing Date 27.07.2020
IPC
G06N 5/04 2006.1
GPHYSICS
06COMPUTING; CALCULATING OR COUNTING
NCOMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
5Computer systems using knowledge-based models
04Inference methods or devices
G06N 3/08 2006.1
GPHYSICS
06COMPUTING; CALCULATING OR COUNTING
NCOMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
3Computer systems based on biological models
02using neural network models
08Learning methods
G06N 3/04 2006.1
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
CPC
G06N 3/04
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
G06N 3/08
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
NCOMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
3Computer systems based on biological models
02using neural network models
08Learning methods
G06N 5/04
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
NCOMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
5Computer systems using knowledge-based models
04Inference methods or devices
Applicants
  • 엘지전자 주식회사 LG ELECTRONICS INC. [KR]/[KR]
Inventors
  • 이종구 LEE, Jongku
  • 김성진 KIM, Sungjin
  • 김일환 KIM, Ilhwan
Agents
  • 특허법인 로얄 ROYAL PATENT & LAW OFFICE
Priority Data
Publication Language Korean (ko)
Filing Language Korean (KO)
Designated States
Title
(EN) METHOD FOR PERFORMING JOINT REASONING IN WIRELESS COMMUNICATION SYSTEM, AND APPARATUS THEREFOR
(FR) PROCÉDÉ POUR EXÉCUTER UN RAISONNEMENT CONJOINT DANS UN SYSTÈME DE COMMUNICATION SANS FIL, ET APPAREIL ASSOCIÉ
(KO) 무선 통신 시스템에서 연합 추론을 수행하는 방법 및 그 장치
Abstract
(EN) A joint reasoning method is disclosed. A method according to one embodiment of the present specification may comprise the steps of: receiving particular values for joint reasoning from two or more terminals; and performing a classification operation by using the received particular values and a global AI model stored in a memory, and thus an optimal AI processing result can be derived by collecting AI processing result values of a plurality of devices or median values derived in the process thereof. A terminal, a server, and a system of the present specification can be linked to an artificial intelligence module, a drone (unmanned aerial vehicle (UAV)), a robot, an augmented reality (AR) device, a virtual reality (VR) device, a device related to a 5G or 6G service, and the like.
(FR) La présente invention concerne un procédé de raisonnement conjoint. Un procédé selon un mode de réalisation de la présente invention peut comprendre les étapes consistant à recevoir des valeurs particulières pour un raisonnement conjoint à partir de deux terminaux ou plus ; et à effectuer une opération de classification en utilisant les valeurs particulières reçues et un modèle AI global stocké dans une mémoire, et ainsi un résultat de traitement AI optimal peut être obtenu par la collecte de valeurs de résultat de traitement AI d'une pluralité de dispositifs ou de valeurs médianes dérivées dans le processus de celui-ci. Un terminal, un serveur et un système de la présente invention peuvent être liés à un module d'intelligence artificielle, à un drone (véhicule aérien sans pilote, (UAV)), à un robot, à un dispositif de réalité augmentée (AR),à un dispositif de réalité virtuelle (RV), à un dispositif associé à un service 5G ou 6G, et analogue.
(KO) 연합추론방법이 개시된다. 본 명세서의 일 실시예에 따른 방법은, 2 이상의 단말로부터 연합 추론을 위한 특정 값들을 수신하는 단계, 상기 수신된 특정 값들과 메모리에 저장된 글로벌 AI 모델을 이용하여 분류 동작을 수행하는 단계를 포함하여, 다수의 디바이스의 AI 프로세싱 결과 값 또는 그 그 과정에서 도출되는 중간 값들을 취합하여 최적의 AI 프로세싱 결과를 도출할 수 있다. 본 명세서의 단말, 서버 및 시스템은 인공 지능(Artificial Intelligence) 모듈, 드론(Unmanned Aerial Vehicle, UAV), 로봇, 증강 현실(Augmented Reality, AR) 장치, 가상 현실(virtual reality, VR) 장치, 5G, 6G 서비스와 관련된 장치 등과 연계될 수 있다.
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