NEURAL PROGRAMMER INTERPRETERS WITH MODELED PRIMITIVES

Patent №

US 11,836,613

Granted

2023-12-05

Filed 2019

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

4

ml · nlp · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16514528

Methods and systems for generating a program include parameterizing a high-order function to replace data with primitive functions. A neural programmer interpreter (NPI) model is trained for the high-order function. Respective neural network models are trained for each primitive function. The neural network models generate data for the NPI model when called.

Machine learningNatural languagePlanningAI hardwareG06N 3/084G06N 3/044G06N 3/0442G06N 3/0499G06N 3/08G06N 3/09G06N 3/105

AI classification

Machine learning1.00
Natural language1.00
AI hardware1.00
Planning1.00
Knowledge representation0.33
Speech0.00
Vision0.00
Evolutionary computation0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 497810020

Assignors

LE, TUNG D.

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

From the same owner

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