Title:
NEURAL NETWORK UPDATE DEVICE, NEURAL NETWORK UPDATE PROGRAM, AND NEURAL NETWORK UPDATE METHOD
Document Type and Number:
WIPO Patent Application WO/2023/157187
Kind Code:
A1
Abstract:
This neural network update device includes a processor equipped with hardware, wherein the processor: calculates a loss value by comparing output data obtained by entering a plurality of sets of training data into a neural network with correct answer information assigned to the training data; processes the correct answer information or training data corresponding to output data for which the loss value meets prescribed criteria; and updates the neural network using the loss value for the output data of the neural network after the processing.
Inventors:
ANDO JUN (JP)
TAKEUCHI HIROKI
TAKEUCHI HIROKI
Application Number:
PCT/JP2022/006424
Publication Date:
August 24, 2023
Filing Date:
February 17, 2022
Export Citation:
Assignee:
OLYMPUS MEDICAL SYSTEMS CORP (JP)
International Classes:
G06N3/08; G06N20/00
Foreign References:
| JP2020052475A | 2020-04-02 |
Other References:
ANONYMOUS: "Binary Classification with a third 'uncertain' class label", STACK EXCHANGE INC, 11 November 2021 (2021-11-11), XP093085298, Retrieved from the Internet [retrieved on 20230925]
Attorney, Agent or Firm:
ITOH-SHIN PATENT OFFICE (JP)
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