ELECTRONIC DEVICE AND OPERATION METHOD FOR EMBEDDING AN INPUT WORD USING TWO MEMORY OPERATING SPEEDS

Patent №

US 11,675,973

Granted

2023-06-13

Filed 2020

Owner

SAMSUNG ELECTRONICS CO., LTD.

Lab

AI components

4

ml · nlp · vision · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17102679

An electronic device is provided. The electronic device includes a first memory configured to operate at a first speed and store compressed vectors corresponding to words, and scaling factors corresponding to the compressed vectors; a second memory that is faster than the first memory and is configured to store a first group of the compressed vectors, and store a first group of the scaling factors; and a processor configured to obtain a first compressed vector and a first scaling factor corresponding to an input word from the first memory or the second memory and process the obtained first compressed vector and the obtained first scaling factor by using a neural network.

Machine learningNatural languageVisionAI hardwareG06F 40/205G06F 40/216G06F 12/0813G06F 40/237G06F 40/284G06F 40/30G06N 3/04G06N 3/044+3 more

AI classification

Natural language1.00
AI hardware1.00
Machine learning1.00
Vision0.84
Speech0.48
Knowledge representation0.01
Evolutionary computation0.00
Planning0.00

Ownership

SAMSUNG ELECTRONICS CO., LTD.

assignment · 545110283

Assignors

KWON, SEJUNG, LEE, DONGSOO

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

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