METHOD AND APPARATUS FOR GENERATING NEURAL NETWORK

Patent №

US 11,620,532

Granted

2023-04-04

Filed 2019

Owner

BEIJING BAIDU NETCOM SCIENCE AND TECHNOLOGY CO., LTD.

Lab

AI components

7

ml · nlp · vision · kr · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16665882

Embodiments of the present disclosure relate to a method and apparatus for generating a neural network. The method includes: acquiring a target neural network, the target neural network corresponding to a preset association relationship, and being configured to use two entity vectors corresponding to two entities in a target knowledge graph as an input, to determine whether an association relationship between the two entities corresponding to the inputted two entity vectors is the preset association relationship, the target neural network comprising a relational tensor predetermined for the preset association relationship; converting the relational tensor in the target neural network into a product of a target number of relationship matrices, and generating a candidate neural network comprising the target number of converted relationship matrices; and generating a resulting neural network using the candidate neural network.

AI classification

Machine learning1.00
Knowledge representation1.00
AI hardware0.99
Planning0.98
Vision0.96
Natural language0.95
Evolutionary computation0.94
Speech0.00

Ownership

BEIJING BAIDU NETCOM SCIENCE AND TECHNOLOGY CO., LTD.

assignment · 508460248

Assignors

HUANG, JIANHUI, QIAO, MIN, FENG, ZHIFAN, HUANG, PINGPING, ZHU, YONG, LYU, YAJUAN, LI, YING

On an employer assignment, the assignors are typically the inventors.

From the same owner

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