The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Oct. 18, 2022

Filed:

Mar. 12, 2020
Applicant:

Ricoh Company, Ltd., Tokyo, JP;

Inventors:

Ryosuke Kasahara, Kanagawa, JP;

Takuya Tanaka, Tokyo, JP;

Assignee:

RICOH COMPANY, LTD., Tokyo, JP;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 17/00 (2019.01); G06N 5/00 (2006.01); G06N 20/00 (2019.01); G06F 9/30 (2018.01); G06F 9/54 (2006.01); G06F 12/0802 (2016.01);
U.S. Cl.
CPC ...
G06N 5/003 (2013.01); G06F 9/30058 (2013.01); G06F 9/544 (2013.01); G06F 12/0802 (2013.01); G06N 20/00 (2019.01);
Abstract

A learning device includes a data storage unit configured to store learning data for learning a decision tree; a learning unit configured to determine whether to cause learning data stored in the data storage unit to branch to one node or to the other node of lower nodes of a node based on a branch condition for the node of the decision tree; and a first buffer unit and a second buffer unit configured to buffer learning data determined to branch to the one node and the other node, respectively, by the learning unit up to capacity determined in advance. The first buffer unit and the second buffer unit are configured to, in response to buffering learning data up to the capacity determined in advance, write the learning data into continuous addresses of the data storage unit for each predetermined block.


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