- Patent Title: Motor function estimation information generation apparatus, motor function estimation system, motor function estimation information generation method, motor function estimation method and storage medium
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Application No.: US15666950Application Date: 2017-08-02
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Publication No.: US10892055B2Publication Date: 2021-01-12
- Inventor: Yoshikuni Sato , Toru Nakada , Yoshihide Sawada
- Applicant: Panasonic Intellectual Property Management Co., Ltd.
- Applicant Address: JP Osaka
- Assignee: Panasonic Intellectual Property Management Co., Ltd.
- Current Assignee: Panasonic Intellectual Property Management Co., Ltd.
- Current Assignee Address: JP Osaka
- Agency: Wenderoth, Lind & Ponack, L.L.P.
- Priority: JP2016-163765 20160824,JP2017-142290 20170721
- Main IPC: G06N3/04
- IPC: G06N3/04 ; G16H50/20 ; G06N3/08 ; G16H20/30 ; G16H40/63

Abstract:
An apparatus generates motor function estimation information by performing a process including calculating, using a sensor value of a subject, a feature vector corresponding to a feature value of a feature in a time segment, acquiring a first weight vector using the feature vector and a motor ability value of the subject, calculating a gradient vector with respect to the feature vector, determining a new time segment in the predetermined time period and a new feature value based on the new time segment, calculating, using the sensor value, a feature candidate vector corresponding to a feature value of the new feature in the new time segment, determining a feature candidate vector satisfying a predetermined condition associated with a gradient vector based on a difference between the feature candidate vector and the feature vector, and correcting the first weight vector to a second weight vector using the feature candidate vector.
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