Title:
NEURAL NETWORK UPDATE METHOD, CLASSIFICATION METHOD AND ELECTRONIC DEVICE
Document Type and Number:
WIPO Patent Application WO/2021/158085
Kind Code:
A1
Abstract:
A neural network update method, a classification method and an electronic device thereof are provided. The neural network update method includes obtaining input data of the neural network; identifying whether at least one neuron included in the neural network is activated; and maintaining an information bottleneck of the at least one neuron that is activated and updating the neural network by training the neural network based on the input data. The neural network includes a plurality of network layers, and each of the plurality of network layers includes the at least one neuron.
Inventors:
DAI BIN (CN)
LIN ZHOUCHEN (CN)
LIN ZHOUCHEN (CN)
Application Number:
PCT/KR2021/001596
Publication Date:
August 12, 2021
Filing Date:
February 05, 2021
Export Citation:
Assignee:
SAMSUNG ELECTRONICS CO LTD (KR)
International Classes:
G06N3/08; G06N3/04; G06N5/02
Domestic Patent References:
| WO2018226492A1 | 2018-12-13 |
Foreign References:
| US20170213129A1 | 2017-07-27 | |||
| US20190258937A1 | 2019-08-22 | |||
| US20200012945A1 | 2020-01-09 | |||
| US20180260711A1 | 2018-09-13 |
Attorney, Agent or Firm:
KIM, Tae-hun et al. (KR)
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