Title:
INFORMATION PROCESSING DEVICE AND INFORMATION PROCESSING METHOD
Document Type and Number:
WIPO Patent Application WO/2020/105341
Kind Code:
A1
Abstract:
[Problem] To efficiently reduce the number of layers in a neural network while suppressing a reduction in the performance of the neural network. [Solution] Provided is an information processing device comprising: a generation unit for generating a plurality of second neural networks each of which is provided in parallel for a first neural network, as well as outputting to each of the plurality of second neural networks and generating a third neural network that records an output distribution; a learning unit for training the third neural network so that a value pertaining at least to a difference based on the respective outputs of the plurality of second neural networks and the output of the first neural network is minimized; and a determination unit for determining one neural network from the plurality of second neural networks on the basis of the statistical quantity of output of the third neural network pertaining at least to one or more data.
Inventors:
YAMAMOTO KOHEI (JP)
MAENO KURATO (JP)
MAENO KURATO (JP)
Application Number:
PCT/JP2019/041365
Publication Date:
May 28, 2020
Filing Date:
October 21, 2019
Export Citation:
Assignee:
OKI ELECTRIC IND CO LTD (JP)
International Classes:
G06N3/04; G06N3/08
Foreign References:
| JP2017182319A | 2017-10-05 | |||
| JP2019185275A | 2019-10-24 |
Attorney, Agent or Firm:
ITO, Manabu et al. (JP)
Download PDF:
Previous Patent: BEVELED PART TREATMENT AGENT COMPOSITION AND METHOD FOR MANUFACTURING WAFER
Next Patent: BOILER DEVICE
Next Patent: BOILER DEVICE