DATA PROCESSING USING A NEURAL NETWORK SYSTEM

Patent №

US 11,699,064

Granted

2023-07-11

Filed 2019

Owner

ARM LIMITED

+1 more

Lab

AI components

3

ml · vision · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16392391

A neural network system executable on a processor. The neural network system, when executed on the processor, comprises a merged layer shareable between a first neural network and a second neural network. The merged layer is configured to receive input data from a prior layer of at least one of the first and second neural networks. The merged layer is configured to apply a superset of weights to the input data to generate intermediate feature data representative of at least one feature of the input data, the superset of weights being combined from a first set of weights associated with the first neural network and a second set of weights associated with the second neural network. The merged layer is also configured to output the intermediate feature data to at least one subsequent layer, the at least one subsequent layer serving the first and second neural networks.

Machine learningVisionAI hardwareG06N 3/04G06N 3/08G06N 3/045G06N 3/0464G06N 3/09G06N 3/063

AI classification

Machine learning1.00
AI hardware1.00
Vision0.98
Natural language0.10
Planning0.06
Knowledge representation0.00
Evolutionary computation0.00
Speech0.00

Ownership

ARM LIMITED

assignment · 489800112

APICAL LIMITED

assignment · 499530272

Assignors

LOPEZ MENDEZ, ROBERTO, CROXFORD, DAREN

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

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