LEARNING DEVICE AND LEARNING METHOD

Patent №

US 11,645,573

Granted

2023-05-09

Filed 2019

Owner

RICOH COMPANY, LTD.

Lab

AI components

4

ml · kr · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16529121

A learning device is configured to perform learning of a decision tree, and includes: a plurality of learning units each corresponding to a data memory of a plurality of data memories, and being configured to perform learning at a first node using learning data acquired by using first addresses related to a storage destination of the learning data corresponding to the first node of the decision tree in the data memory, and output a second address related to a storage destination of each piece of the learning data branched from the first node; and a plurality of managers each corresponding to a learning unit of the plurality of learning units, and being configured to calculate third addresses related to storage destinations of learning data corresponding to second nodes being next nodes of the first node using the first addresses and the second address output from the learning unit.

Machine learningKnowledge representationEvolutionary computationAI hardwareG06N 20/00G06F 18/24323G06F 18/245G06N 3/08G06N 5/01G06N 20/20G06N 7/01

AI classification

AI hardware1.00
Machine learning1.00
Knowledge representation0.72
Evolutionary computation0.54
Vision0.44
Planning0.01
Natural language0.00
Speech0.00

Ownership

RICOH COMPANY, LTD.

assignment · 499320732

Assignors

TANAKA, TAKUYA, KASAHARA, RYOSUKE

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

From the same owner

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