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Registered ARTIFICIAL NEURAL NETWORK APPARATUS AND OPERATING METHOD FOR THE SAME

Inventors
Kim Ju-Yeob, Lee Joo Hyun, Kim Jin Kyu, Lee Mi Young, Kim Seong Min, Kim Byung Jo
Application No.
16409437 (2019.05.10)
Publication No.
20190362224 (2019.11.28)
Registration No.
11488003 (2022.11.01)
Country
UNITED STATES
Project Code
17HB1100, Brain-Inspired Neuromorphic Perception and Learning Processor, Lee Joo Hyun
Abstract
An artificial neural network apparatus and an operating method including a plurality of layer processors for performing operations on input data are disclosed. The artificial neural network apparatus may include: a flag layer processor for outputting a flag according to a comparison result between a pooling output value of a current frame and a pooling output value of a previous frame; and a controller for stopping operation of a layer processor which performs operations after the flag layer processor among the plurality of layer processors when the flag is outputted from the flag layer processor, wherein the flag layer processor is a layer processor that performs a pooling operation first among the plurality of layer processors.
KSP Keywords
Artificial Neural Network, input data, neural network
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Status Patent Country KIPRIS
Registered ARTIFICIAL NEURAL NETWORK DEVICE AND OPERATING METHOD FOR THE SAME KOREA KIPRIS