INFORMATION PROCESSING APPARATUS, ARITHMETIC METHOD, AND NON-TEMPORARY COMPUTER-READABLE MEDIUM

    公开(公告)号:US20210374534A1

    公开(公告)日:2021-12-02

    申请号:US17333222

    申请日:2021-05-28

    Abstract: An apparatus including: memory that stores a machine learning model of a vector neural; and one or more processors that execute an arithmetic operation. The machine model has a plurality of vector neuron layers each including a plurality of nodes. When one of the plurality of vector layers is referred to as an upper layer and a vector layer below is referred to as a lower layer, one or more processors execute outputting one output vector by using output vectors from the plurality of nodes of the lower layer as an input for each node of the upper layer, the outputting including: obtaining a prediction vector, obtaining a sum vector based on a linear combination of the vectors, obtaining a normalization coefficient, and obtaining the output vector of the target node by dividing the sum vector by the norm and multiplying the divided sum vector by the normalization coefficient.

    METHOD, APPARATUS, AND NON-TEMPORARY COMPUTER-READABLE MEDIUM

    公开(公告)号:US20210374504A1

    公开(公告)日:2021-12-02

    申请号:US17333718

    申请日:2021-05-28

    Abstract: A method for causing one or more processors to execute: performing learning of a first model of a capsule network type including one or more capsule layers each having one or more capsules to reproduce correspondence between a plurality of first data elements included in a first data set and a pre-label corresponding to each of the plurality of first data elements; and inputting the first data set into the learned first model and acquiring first intermediate data based on at least one of a first activation and a first pose included in the one or more capsules, for the one or more capsule layers.

    ULTRASONIC SENSOR AND ELECTRONIC DEVICE
    23.
    发明申请

    公开(公告)号:US20190283466A1

    公开(公告)日:2019-09-19

    申请号:US16356496

    申请日:2019-03-18

    Abstract: An ultrasonic sensor includes an ultrasonic transceiver that transmits and receives an ultrasonic wave, and that outputs a reception signal by receiving the ultrasonic wave, and a position detection unit that detects a position of a target facing the ultrasonic transceiver, based on the reception signal. A plurality of the ultrasonic transceivers are arranged along a first direction. The position detection unit detects inclination of the target with respect to the first direction, based on the reception signals output from a plurality of the ultrasonic transceivers.

    Ultrasonic Sensor, Electronic Apparatus, And Method Of Driving Ultrasonic Sensor

    公开(公告)号:US20190265374A1

    公开(公告)日:2019-08-29

    申请号:US16285745

    申请日:2019-02-26

    Abstract: An ultrasonic sensor includes a transmission unit that is disposed on a first axis which is inclined with respect to a normal line of a surface of an object, a reception unit that is provided on a side opposite to the transmission unit of the object, on the first axis, and a transmission control unit that controls drive of the transmission unit. The transmission unit includes a plurality of transmission elements that transmit ultrasonic waves, and the plurality of transmission elements are arranged in a first direction that intersects the first axis in a plane including the normal line and the first axis. The transmission control unit delay-drives the plurality of transmission elements to align a direction of the ultrasonic wave that is transmitted from the transmission unit with the first axis.

    Ultrasonic Device And Ultrasonic Measurement Method

    公开(公告)号:US20190196009A1

    公开(公告)日:2019-06-27

    申请号:US16227503

    申请日:2018-12-20

    CPC classification number: G01S15/10 B41J29/393 G01S7/527

    Abstract: An ultrasonic device includes an ultrasonic transceiver that transmits an ultrasonic wave to a target at a predetermined interval, and that receives the ultrasonic wave reflected on the target so as to output a reception signal, a signal integration unit that outputs an integrated signal obtained by integrating the reception signals output within a predetermined period, and a position detection unit that detects a position of the target, based on a magnitude relationship between signal intensity of the integrated signal and a predetermined reference value.

    LOAD SPECIFYING METHOD, LOAD SPECIFYING DEVICE, AND COMPUTER PROGRAM

    公开(公告)号:US20240269515A1

    公开(公告)日:2024-08-15

    申请号:US18437282

    申请日:2024-02-09

    CPC classification number: A63B24/0087 A61B5/7264 A63B2024/0093

    Abstract: A load specifying method for a muscle strength training device includes: acquiring a known feature spectrum for each of a plurality of pieces of time-series waveform data; acquiring target time-series waveform data; acquiring a target feature spectrum for each of a plurality of pieces of target time-series waveform data; and specifying a spectrum similarity satisfying a predetermined extraction condition and specifying a candidate load corresponding to the target time-series waveform data as a calculation source of the specified spectrum similarity.

    METHOD OF PERFORMING CLASSIFICATION PROCESSING USING MACHINE LEARNING MODEL, INFORMATION PROCESSING DEVICE, AND COMPUTER PROGRAM

    公开(公告)号:US20230056735A1

    公开(公告)日:2023-02-23

    申请号:US17820711

    申请日:2022-08-18

    Abstract: A method of performing classification processing on classification target data includes: (a) a step of preparing N machine learning models; (b) a step of, when a plurality of pieces of training data are input into the N machine learning models, preparing a known feature vector group obtained from output of at least one specific layer of the plurality of vector neuron layers; and (c) a step of computing, using a selected machine learning model selected from the N machine learning models a similarity, for each class, between the known feature vector group and a feature vector obtained from output of the specific layer when the classification target data is input into the selected machine learning model, and determining a class for the classification target data using the similarity.

    METHOD, APPARATUS, AND NON-TEMPORARY COMPUTER-READABLE MEDIUM

    公开(公告)号:US20210374535A1

    公开(公告)日:2021-12-02

    申请号:US17333271

    申请日:2021-05-28

    Abstract: A method of causing one or more processors to execute: performing learning of a model that is an algorithm of a vector neural network type to reproduce correspondence between a plurality of first data elements included in a first data set and a pre-label corresponding to each of the plurality of first data elements, in which the model has one or more neuron layers, each of the one or more neuron layers has one or more neuron groups, each of the one or more neuron groups has one or more neurons, and each of the one or more neurons outputs first intermediate data based on at least one of a first vector and a first activation; and inputting the first data set into the learned model and acquiring the first intermediate data output by the one or more neurons by being associated with the neuron.

    SPECTROSCOPIC SYSTEM
    29.
    发明申请

    公开(公告)号:US20200249086A1

    公开(公告)日:2020-08-06

    申请号:US16776606

    申请日:2020-01-30

    Abstract: A spectroscopic system includes a main body including a light source that radiates light to a light transmissive measurement target, an imaging device that captures an image based on transmitted light having passed through the measurement target, and a spectroscopy section that is provided in an optical path between the light source and the imaging device and selectively transmits light that belongs to a specific wavelength region, and an attachment that includes an optical path changer that changes the direction of the optical path of the light outputted from the light source and is so attached to the main body as to form a placement space which is located between the optical path changer and the main body and in which the measurement target is placed.

    ULTRASONIC MEASUREMENT DEVICE AND MEASUREMENT METHOD

    公开(公告)号:US20190195980A1

    公开(公告)日:2019-06-27

    申请号:US16229086

    申请日:2018-12-21

    CPC classification number: G01S3/801 G01S3/8032

    Abstract: An ultrasonic measurement device includes an ultrasonic transceiver transmitting an ultrasonic wave and receiving a reflected wave from a target so as to output a reception signal, a scanner moving a transmission/reception position where the ultrasonic transceiver transmits and receives the ultrasonic wave along a first direction, and a position measurer measuring a position of the target. When the position measurer detects a plurality of reception signals corresponding to a plurality of reflection components caused by a difference in distances from the target at a first transmission/reception position in the first direction, the position measurer selects the reception signal based on a ratio between a voltage of the reception signals at a comparison transmission/reception position different from the first transmission/reception position and a voltage of the reception signals at the first transmission/reception position, and measures the position of the target based on the selected reception signal.

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