SYSTEMS AND METHODS FOR DISTRIBUTED DATA ANALYTICS

Patent №

US 11,275,970

Granted

2022-03-15

Filed 2021

Owner

XAILIENT

Lab

AI components

5

ml · vision · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17314465

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.

Machine learningVisionKnowledge representationPlanningAI hardwareG06N 3/08G06F 18/2148G06F 18/217G06F 18/28G06F 18/40G06N 3/0464G06N 3/082G06N 3/0895+11 more

AI classification

Machine learning1.00
Vision1.00
Planning1.00
AI hardware1.00
Knowledge representation0.78
Natural language0.21
Speech0.00
Evolutionary computation0.00

Ownership

XAILIENT

assignment · 575150757

Assignors

OLESON, LARS, YOHANANDAN, SHIVANTHAN, MCCREA, RYAN, CHANDRASEKHARAN, DEEPA LAKSHMI, POKHREL, SABINA, RABI, YOUSEF, ZHANG, ZHENHUA, DEVANAND, PRIYADHARSHINI, RODEIRO CROLL, BERNARDO

On an employer assignment, the assignors are typically the inventors.

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