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Systems and methods for distributed data analytics

Grant US12585939B2 Kind: B2 Mar 24, 2026

Assignee

Xailient

Inventors

Lars Oleson, Shivanthan Yohanandan, Ryan Mccrea, Deepa Lakshmi Chandrasekharan, Sabina Pokhrel, Yousef Rabi, Zhenhua Zhang, Priyadharshini Devanand, Bernardo Rodeiro Croll, James J. Meyer

Abstract

The invention provides systems and method for generating device-specific artificial neural network (ANN) models for distribution across user devices. Sample datasets are collected from devices in a particular environment or use case and include predictions by device-specific ANN models executing the user devices. The received datasets are used with existing datasets and stored ANN models to generate updated device-specific ANN models from each of the stored instances of the device ANN models based on the training data.

CPC Classifications

G06N 3/08 G06N 3/045 G06N 3/0895 G06N 3/096 G06N 7/01 G06F 18/2148 G06F 18/217 G06F 18/28 G06F 18/40 G06F 18/214 G06V 10/774 G06V 10/82 G06V 10/945 G06V 40/16 G06V 10/462 G06V 40/161 G06T 2207/20084 G06T 2207/20081

Filing Date

2021-09-13

Application No.

17473467

Claims

31