METHOD AND APPARATUS FOR ACCELERATING DATA PROCESSING IN NEURAL NETWORK

Patent №

US 11,630,984

Granted

2023-04-18

Filed 2019

Owner

SEOUL NATIONAL UNIVERSITY R&DB FOUNDATION

Lab

AI components

2

ml · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16663487

Proposed are a method and apparatus for accelerating data processing in a neural network. The apparatus for accelerating data processing in a neural network may include: a control unit configured to quantize data by at least one method according to a characteristic of data calculated at a node forming at least one layer constituting the neural network, and to separately perform calculation at the node according to the quantized data; and memory configured to store the quantized data.

Machine learningAI hardwareG06N 3/063G06F 18/217G06F 18/24G06F 18/2433G06N 3/04G06N 3/045G06N 3/0464G06N 3/0495+1 more

AI classification

AI hardware1.00
Machine learning1.00
Evolutionary computation0.05
Knowledge representation0.04
Natural language0.02
Vision0.00
Speech0.00
Planning0.00

Ownership

SEOUL NATIONAL UNIVERSITY R&DB FOUNDATION

assignment · 508230631

Assignors

YOO, SUNG JOO, PARK, EUN HYEOK

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

From the same owner

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