Convolutional neural network (CNN) processing method and apparatus performing high speed and precision convolution operations

A convolutional neural network (CNN) processing method includes selecting a survival network in a precision convolutional network based on a result of performing a high speed convolution operation between an input and a kernel using a high speed convolutional network, and performing a precision conv...

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Hauptverfasser:	Son, Jinwoo, Son, Changyong, Choi, Chang Kyu, Han, Jaejoon
Format:	Patent
Sprache:	eng
Schlagworte:	CALCULATING COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS COMPUTING COUNTING PHYSICS
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creator	Son, Jinwoo Son, Changyong Choi, Chang Kyu Han, Jaejoon
description	A convolutional neural network (CNN) processing method includes selecting a survival network in a precision convolutional network based on a result of performing a high speed convolution operation between an input and a kernel using a high speed convolutional network, and performing a precision convolution operation between the input and the kernel using the survival network.
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subjects	CALCULATING COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS COMPUTING COUNTING PHYSICS
title	Convolutional neural network (CNN) processing method and apparatus performing high speed and precision convolution operations
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