On-Device Machine Learning Platform
    212.
    发明申请

    公开(公告)号:US20190050746A1

    公开(公告)日:2019-02-14

    申请号:US15674885

    申请日:2017-08-11

    Applicant: Google Inc.

    Abstract: The present disclosure provides systems and methods for on-device machine learning. In particular, the present disclosure is directed to an on-device machine learning platform and associated techniques that enable on-device prediction, training, example collection, and/or other machine learning tasks or functionality. The on-device machine learning platform can include a context provider that securely injects context features into collected training examples and/or client-provided input data used to generate predictions/inferences. Thus, the on-device machine learning platform can enable centralized training example collection, model training, and usage of machine-learned models as a service to applications or other clients.

    SYSTEMS AND METHODS OF MOTION DETECTION USING DYNAMIC THRESHOLDS AND DATA FILTERING

    公开(公告)号:US20190049479A1

    公开(公告)日:2019-02-14

    申请号:US15676564

    申请日:2017-08-14

    Applicant: Google Inc.

    Abstract: Systems and methods of detecting human movement with a sensor are provided, including generating a motion event signal in response to movement detected by the sensor, and generating a parameterized curve to represent the detected motion. The parameterized curve is fit to a predetermined window of sensor data captured by the sensor to filter the motion event signal. A noise magnitude estimate and a curve fit error is determined based on the fitted parameterized curve to the predetermined window. A detection threshold value is determined based on the curve fit error, a noise source signal estimate of known noise, and zero or more noise magnitudes from other sources. Human motion is determined by correlating a true motion event signal with human motion based on a comparison between a value of a point on the parameterized curve and the detection threshold value.

    Providing hotspots to user devices within server-controlled zones

    公开(公告)号:US10206062B2

    公开(公告)日:2019-02-12

    申请号:US14850342

    申请日:2015-09-10

    Applicant: Google Inc.

    Abstract: A user installs a hotspot alert application on their mobile device. The application employs the location technology of the user device to transmit the location of the device, and thus the location of the user. The location can be transmitted to a server located in a hotspot tracking system. By establishing the location of the user, the server may search for hotspots on a database stored on the system. The server establishes the dimensions of a hotspot zone around the user's location and transmits the hotspots and the zone dimensions to the application on the user device. The application monitors the location of the user device and deliver's configured alerts to the user when approaching a hotspot. When the device leaves a zone or remains idle for a configured amount of time, the device requests and receives an updated zone of hotspots.

    Systems and methods for dynamically scoring implicit user interaction

    公开(公告)号:US10204264B1

    公开(公告)日:2019-02-12

    申请号:US15369832

    申请日:2016-12-05

    Applicant: Google Inc.

    Abstract: A method of dynamically scoring implicit interactions can include receiving, by an interaction analysis server from an imaging system, a plurality of images of an environment captured in a period of time corresponding to display of a presentation, retrieving, by the interaction analysis server, content information corresponding to content of the presentation, and identifying, by a presence detector of the interaction analysis server, that a face appears in at least one image of the plurality of images. The method can further include matching, by a facial recognition system of the interaction analysis server, the face with a user identifier, retrieving, by a client device information retriever, client device information associated with the user identifier and corresponding to the period of time, and calculating, by a client device interaction score calculator, a client device interaction score based on one or more correspondences between the client device information and the content information.

    Providing content
    217.
    发明授权

    公开(公告)号:US10204162B2

    公开(公告)日:2019-02-12

    申请号:US15662923

    申请日:2017-07-28

    Applicant: Google Inc.

    Inventor: Zuo Yan Zhen Shen

    Abstract: A method includes receiving landing page information from a content provider, the landing page information being representative of one or more graphical aspects of a landing page associated with the content provider, generating a landing page image representative of the landing page based at least in part on the landing page information, the landing page image being different from the landing page, specifying an association between the landing page image and a content item associated with the content provider, generating a control for presentation along with the content item that, when activated, causes the display of the landing page image providing, in association with a resource, the content item in combination with the control.

    SPATIAL AUDIO TRIGGERED BY A USERS PHYSICAL ENVIRONMENT

    公开(公告)号:US20190045318A1

    公开(公告)日:2019-02-07

    申请号:US15670131

    申请日:2017-08-07

    Applicant: Google Inc.

    Inventor: Jamieson Brettle

    Abstract: Techniques of providing spatial audio to a remote user involve transmitting audio data in response to sensor information sent from the remote user. Along these lines, a user remote from a server computer may have a device that is configured to provide data from a sensor, e.g., a GPS, an accelerometer, an orientation sensor, a heart rate monitor, and the like. For example, the user may have granted access to such data via a specialized website hosted by the server computer. The sensor may then send, via a user device (e.g., a smartphone), sensor information that indicates the value of the state of the user. Based on the value of the state of the user, the server computer may then produce an audio file that includes audio data. The server computer may then transmit that audio data to the user device so that the user may hear the audio data.

    Enhanced Electron Screening Through Plasmon Oscillations

    公开(公告)号:US20190043624A1

    公开(公告)日:2019-02-07

    申请号:US15668436

    申请日:2017-08-03

    Abstract: Enhanced Coulomb repulsion screening around light element nuclei is achieved by way of utilizing electromagnetic (EM) radiation to induce plasmon oscillations in target structures (e.g., nanoparticles) in a way that produces high density electron clouds in localized regions of the target structures, thereby generating charge density variations around light element atoms located in the localized regions. Each target structure includes an electrically conductive body including light elements (e.g., a metal hydride/deuteride/tritide) that is configured to undergo plasmon oscillations in response to the applied EM radiation. The induced oscillations causes free electrons to converge in the localized region, thereby producing transient high electron charge density levels that enhance Coulomb repulsion screening around light element (e.g., deuterium) atoms located in the localized regions. Various systems capable of implementing enhanced Coulomb repulsion screening are described, and various nanostructure compositions and configurations are disclosed that serve to further enhance fusion reaction rates.

    Methods for responding to an email message by call from a mobile device

    公开(公告)号:US10200322B1

    公开(公告)日:2019-02-05

    申请号:US14996892

    申请日:2016-01-15

    Applicant: Google Inc.

    Abstract: Methods for responding to an email message by a phone call from a mobile device are described. In some embodiments, mobile devices are capable of receiving emails. The emails may be in form of messages in a threaded conversation. Each message has metadata and the metadata includes a phone number corresponding to a sender of the message. The text or information associated with the message is displayed but not the metadata. While a user is reading the message displayed on the mobile device, the user is provided with a plurality of options to respond to the message, an option is for the user to call the sender of the message using the phone number in the metadata. Upon selecting such an option, the user is able to initiate a call to the sender of the message by activating a feature to call using the phone number stored in the metadata without physically looking up and dialing the sender's number. Other embodiments are also described.

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