Methods and systems for acquiring and processing data at intelligent edge devices via software kernels

    公开(公告)号:US10951711B2

    公开(公告)日:2021-03-16

    申请号:US16596337

    申请日:2019-10-08

    Abstract: A method and system are disclosed for acquiring and processing data, the exemplary system includes: one or more intelligent devices connected in a dynamic ad hoc network as a network of edge devices which can optionally access a cloud storage, at least one intelligent device being configured with a software installation to selectively receive and execute analytics on data received; at least one of the intelligent devices being configured to identify data to be requested from at least one other edge device for enhancing analytics performed on the at least one intelligent device; and a switchboard for maintaining a current view of resources in the network, and functions for which each resource is tasked, the resources including the at least one intelligent device and those edge devices which can communicate with the at least one intelligent device on the network.

    Method and system for classifying an input data set using multiple data representation source modes

    公开(公告)号:US10943099B2

    公开(公告)日:2021-03-09

    申请号:US16791740

    申请日:2020-02-14

    Abstract: A computer-implemented method for classifying an input data set within a data category using multiple data representation modes. The method includes identifying at least a first data representation source mode and a second data representation source mode; classifying the at least first data representation source mode via at least a first data recognition tool and the at least second data representation source mode via at least a second data recognition tool, the classifying including allocating a confidence factor for each data representation source mode in the data category; and combining outputs of the classifying into a single output confidence score by using a weighted fusion of the allocated confidence factors.

    SYSTEM AND METHOD FOR TRAINING A NEURAL NETWORK SYSTEM

    公开(公告)号:US20200342326A1

    公开(公告)日:2020-10-29

    申请号:US16394644

    申请日:2019-04-25

    Abstract: A computer-implemented method for training a neural network system. The method includes receiving at least a first data vector at a first layer of the neural network system; applying a function to the first data vector to generate at least a second data vector, wherein the function is based on a layer parameter of the first layer that includes at least a weight matrix of the first layer; comparing at least the first data vector and the second data vector to obtain a loss value that represents a difference between the first data vector and the second data vector; updating the layer parameter based on the loss value; and adjusting the layer parameter based on a comparison of the updated layer parameter with a threshold value of the first layer.

    Method and system to provide a generalized framework for dynamic creation of module analytic applications

    公开(公告)号:US10782935B2

    公开(公告)日:2020-09-22

    申请号:US15892940

    申请日:2018-02-09

    Inventor: James Dempsey

    Abstract: A method and apparatus for generating an application flow logic are disclosed which include performing an initialization process based on storage of at least one software toolbox in a toolbox list of a computer memory device; parsing an application description into a series of module descriptors; creating a module primitive defined in a dictionary as a data string representing a name of a tool in the software toolbox, and a data string for least one of: an input, an output, or a data string; producing a module for each module primitive, an input to each tool being produced as an output of another tool; assembling an application flow logic as a combination of produced modules; and providing access to the application flow logic for execution as a combination of calls to the produced modules stored in the computer memory device.

    System And Method For Enhancing Efficiency Of An Enterprise Network Via Electronic Currency Communication Within The Enterprise Network

    公开(公告)号:US20200259720A1

    公开(公告)日:2020-08-13

    申请号:US16274996

    申请日:2019-02-13

    Abstract: A system for enhancing efficiency of an enterprise network via electronic currency communication within the enterprise network. The system can include a first client computer configured to create a first electronic message, and a transaction database configured to store electronic currency. The system can include a server to receive the first electronic message from the first client computer, wherein the server includes an assessment module and an embedding module. The system can include a second client computer to receive the first electronic message containing the metadata from the server, parse the first electronic message containing the metadata to obtain an offer associated with the executable task, and determine whether to accept the offer. The server can include a reallocation module to reallocate network resources based on first client computer behavior data, second client computer behavior data, timestamp data, network topology data, network transactions data, network traffic data.

    Vehicle guidance system and method that uses air data from surface-mounted pressure sensors for vehicle orientation control

    公开(公告)号:US10654585B2

    公开(公告)日:2020-05-19

    申请号:US15794080

    申请日:2017-10-26

    Abstract: A vehicle guidance system, including: sensors to detect a surface pressure distribution for a respective location of the corresponding sensor on a vehicle, respectively; and a controller to receive an initial value for a Mach number; and calculate a converged value for an angle of attack based on first surface pressure data from a first set of the sensors, and a converged sideslip angle value based on second surface pressure data from a second set of the sensors. The controller calculates a freestream dynamic pressure based on the initial Mach number, the converged angle of attack, and the converged sideslip angle value, and calculates a freestream pressure, and calculates a converged value for Mach number based on the freestream pressure and the freestream dynamic pressure. A flight control processor provides an output for adjusting an orientation of the vehicle based on the converged Mach number and the freestream pressure.

Patent Agency Ranking