Title:
LEARNING NETWORK GENERATION DEVICE AND LEARNING NETWORK GENERATION PROGRAM
Document Type and Number:
WIPO Patent Application WO/2019/064461
Kind Code:
A1
Abstract:
The purpose of the present invention is to provide a learning network generation device capable of automatically generating a learning network having a structure suitable for a target. This learning network generation device is provided with: an initial learning network generation unit which generates data that defines an individual learning network; a code generation unit which generates program code corresponding to the learning network on the basis of the data that defines the learning network and that is generated by the initial learning network generation unit; a learning execution unit which performs evolutionary learning by applying learning data to the program code that corresponds to the learning network and that is generated by the code generation unit; and an evaluation/selection unit which evaluates the trained learning network resulting from the evolutionary learning performed by the learning execution unit, and determines, in accordance with the evaluation result, whether or not to retain the trained learning network.
Inventors:
WAKABAYASHI YOSHINORI (JP)
Application Number:
PCT/JP2017/035356
Publication Date:
April 04, 2019
Filing Date:
September 28, 2017
Export Citation:
Assignee:
WAKABAYASHI YOSHINORI (JP)
International Classes:
G06N3/08
Domestic Patent References:
| WO2017154284A1 | 2017-09-14 |
Foreign References:
| JP2003317073A | 2003-11-07 | |||
| JP2017097807A | 2017-06-01 | |||
| JP2008533615A | 2008-08-21 |
Attorney, Agent or Firm:
ORISAKA Shigeki (JP)
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