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1. US20220114454 - ELECTRONIC APPARATUS FOR DECOMPRESSING A COMPRESSED ARTIFICIAL INTELLIGENCE MODEL AND CONTROL METHOD THEREFOR

Office
United States of America
Application Number 17519285
Application Date 04.11.2021
Publication Number 20220114454
Publication Date 14.04.2022
Publication Kind A1
IPC
G06N 3/08
GPHYSICS
06COMPUTING; CALCULATING OR COUNTING
NCOMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
3Computer systems based on biological models
02using neural network models
08Learning methods
G06N 3/063
GPHYSICS
06COMPUTING; CALCULATING OR COUNTING
NCOMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
3Computer systems based on biological models
02using neural network models
06Physical realisation, i.e. hardware implementation of neural networks, neurons or parts of neurons
063using electronic means
H03M 7/30
HELECTRICITY
03BASIC ELECTRONIC CIRCUITRY
MCODING, DECODING OR CODE CONVERSION, IN GENERAL
7Conversion of a code where information is represented by a given sequence or number of digits to a code where the same information is represented by a different sequence or number of digits
30Compression; Expansion; Suppression of unnecessary data, e.g. redundancy reduction
G11C 19/00
GPHYSICS
11INFORMATION STORAGE
CSTATIC STORES
19Digital stores in which the information is moved stepwise, e.g. shift registers
CPC
G11C 19/00
GPHYSICS
11INFORMATION STORAGE
CSTATIC STORES
19Digital stores in which the information is moved stepwise, e.g. shift register
G06N 3/082
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
NCOMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
3Computer systems based on biological models
02using neural network models
08Learning methods
082modifying the architecture, e.g. adding or deleting nodes or connections, pruning
H03M 7/70
HELECTRICITY
03BASIC ELECTRONIC CIRCUITRY
MCODING; DECODING; CODE CONVERSION IN GENERAL
7Conversion of a code where information is represented by a given sequence or number of digits to a code where the same ; , similar or subset of; information is represented by a different sequence or number of digits
30Compression
70Type of the data to be coded, other than image and sound
G06N 3/063
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
NCOMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
3Computer systems based on biological models
02using neural network models
06Physical realisation, i.e. hardware implementation of neural networks, neurons or parts of neurons
063using electronic means
Applicants SAMSUNG ELECTRONICS CO., LTD.
Inventors Baeseong PARK
Sejung KWON
Title
(EN) ELECTRONIC APPARATUS FOR DECOMPRESSING A COMPRESSED ARTIFICIAL INTELLIGENCE MODEL AND CONTROL METHOD THEREFOR
Abstract
(EN)

An electronic apparatus may include a memory configured to store compressed data that is to be decompressed for a neural network calculation of an artificial intelligence model; a decoder including a shift register configured to sequentially receive the compressed data in group units and output at least two groups of the compressed data, and a plurality of logic circuits configured to decompress the at least two groups of the compressed data to obtain decompressed data; and a processor configured to obtain the decompressed data in a form capable of being calculated by a neural network.


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