Method and apparatus of increasing knowledge based on uncertainty in neural networks

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United States of America

PATENT NO 12217185
APP PUB NO 20210374545A1
SERIAL NO

17332464

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Abstract

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A knowledge increasing method includes calculating uncertainty of knowledge obtained from a neural network using an explicit memory, determining the insufficiency of the knowledge on the basis of the calculated uncertainty, obtaining additional data (learning data) for increasing insufficient knowledge, and training the neural network by using the additional data to autonomously increase knowledge.

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Patent Owner(s)

  • ELECTRONICS AND TELECOMMUNICATIONS RESEARCH INSTITUTE

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Chung, Eui Sok Daejeon, KR 20 252
Han, Ran Daejeon, KR 18 28
Kim, Hyun Woo Daejeon, KR 139 807
Oh, Yoo Rhee Daejeon, KR 7 41
Park, Jeon Gue Daejeon, KR 38 308
Song, Hwa Jeon Daejeon, KR 18 54
Yoo, Byung Hyun Daejeon, KR 10 10

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