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.
AI classification
Ownership
SAMSUNG ELECTRONICS CO., LTD.
assignment · 545110283
Assignors
KWON, SEJUNG, LEE, DONGSOO
On an employer assignment, the assignors are typically the inventors.