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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.

Patent No.:

US 11507797 B1

PDFFull Text
Date of Patent:
Nov. 22, 2022

Filed:

Jan. 26, 2018

Information processing apparatus, image recognition apparatus, and parameter setting method for convolutional neural network

Applicant:

Hitachi, Ltd., Tokyo, JP;

Inventors:

Toru Motoya, Tokyo, JP;

Goichi Ono, Tokyo, JP;

Hidehiro Toyoda, Tokyo, JP;

Assignee:

Hitachi, Ltd., Tokyo, JP;

Attorney:

Crowell & Moring LLP

Primary Examiner:

Li B Zhen

Assistant Examiner:

Moriam Mosunmola Godo

Int. Cl.
CPC ...
G06N 3/04 (2006.01); G06N 3/08 (2006.01); G06K 9/62 (2022.01); G06N 3/063 (2006.01); G06V 10/44 (2022.01); G06V 10/56 (2022.01); G06V 10/94 (2022.01);
U.S. Cl.
CPC ...
G06N 3/04 (2013.01); G06K 9/6265 (2013.01); G06K 9/6285 (2013.01); G06N 3/0454 (2013.01); G06N 3/063 (2013.01); G06N 3/08 (2013.01); G06V 10/44 (2022.01); G06V 10/454 (2022.01); G06V 10/56 (2022.01); G06V 10/94 (2022.01);
Abstract

An information processing apparatus having an input device for receiving data, an operation unit for constituting a convolutional neural network for processing data, a storage area for storing data to be used by the operation unit and an output device for outputting a result of the processing. The convolutional neural network is provided with a first intermediate layer for performing a first processing including a first inner product operation and a second intermediate layer for performing a second processing including a second inner product operation, and is configured so that the bit width of first filter data for the first inner product operation and the bit width of second filter data for the second inner product operation are different from each other.

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Motoya, Toru. (2022). Information processing apparatus, image recognition apparatus, and parameter setting method for convolutional neural network (U.S. Patent No. 11507797). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/11507797

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