LEARNING MODEL-GENERATING APPARATUS, METHOD, AND PROGRAM FOR ASSESSING FAVORED CHEWING SIDE AS WELL AS DETERMINATION DEVICE, METHOD, AND PROGRAM FOR DETERMINING FAVORED CHEWING SIDE

Patent №

US 11,596,336

Granted

2023-03-07

Filed 2020

Owner

NIPPON TELEGRAPH AND TELEPHONE CORPORATION

Lab

AI components

5

ml · nlp · vision · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17059039

A reliable technology for determining the masticatory side of the user is provided. First and second electromyographic waveforms respectively originating from left and right muscles related to masticatory actions of a user are acquired; a coefficient of correlation between pieces of information respectively extracted from the first and the second electromyographic waveforms is calculated as a first feature value; a second feature value is calculated from a power spectrum obtained by performing frequency analysis on the first electromyographic waveform; a third feature value is calculated from a power spectrum obtained by performing frequency analysis on the second electromyographic waveform; a learning model is generated by associating the first, second, and third feature values with a plurality of labels; and the masticatory side of the user is determined based on first, second, and third feature values calculated from a newly acquired electromyographic waveform and the learning model.

AI classification

Machine learning1.00
AI hardware0.97
Vision0.95
Natural language0.63
Knowledge representation0.51
Evolutionary computation0.02
Planning0.01
Speech0.00

Ownership

NIPPON TELEGRAPH AND TELEPHONE CORPORATION

assignment · 544710599

Assignors

NIIJIMA, ARINOBU, ISEZAKI, TAKASHI, AOKI, RYOSUKE, WATANABE, TOMOKI, YAMADA, TOMOHIRO

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

From the same owner

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