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