Neural network method and apparatus

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United States of America Patent

PATENT NO 10452977
APP PUB NO 20180032867A1
SERIAL NO

15655203

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Abstract

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A lightened neural network, method, and apparatus, and recognition method and apparatus implementing the same. A neural network includes a plurality of layers each comprising neurons and plural synapses connecting neurons included in neighboring layers. Synaptic weights with values greater than zero and less than a preset value of a variable a, which is greater than zero, may be at least partially set to zero. Synaptic weights with values greater than a preset value of a variable b, which is greater than zero, may be at least partially set to the preset value of the variable b.

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Patent Owner(s)

  • SAMSUNG ELECTRONICS CO., LTD.

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Choi, Chang Kyu Seongnam-si, KR 182 1720
Han, Jae-Joon Seoul, KR 33 201
Son, Changyong Anyang-si, KR 61 451
Son, Jinwoo Seoul, KR 43 303
Yoo, Byungin Seoul, KR 58 628

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