Title:
INFORMATION PROCESSING DEVICE AND INFORMATION PROCESSING METHOD
Document Type and Number:
WIPO Patent Application WO/2017/187798
Kind Code:
A1
Abstract:
[Problem] To provide an information processing device and an information processing method whereby it is possible to more efficiently design a neural network suitable for processing by a plurality of pieces of hardware. [Solution] An information processing device provided with an acquisition unit which acquires constraints relating to a plurality of pieces of hardware, and a determination unit which determines whether or not a neural network satisfies these constraints.
Inventors:
OOBUCHI YUKIO (JP)
TAKAMATSU SHINGO (JP)
FUKUI AKIRA (JP)
IDE NAOKI (JP)
KOBAYASHI YOSHIYUKI (JP)
TAKAMATSU SHINGO (JP)
FUKUI AKIRA (JP)
IDE NAOKI (JP)
KOBAYASHI YOSHIYUKI (JP)
Application Number:
PCT/JP2017/008988
Publication Date:
November 02, 2017
Filing Date:
March 07, 2017
Export Citation:
Assignee:
SONY CORP (JP)
International Classes:
G06N3/02; G06N3/08; G06N3/10
Foreign References:
| JPH03237557A | 1991-10-23 | |||
| JPH1091676A | 1998-04-10 | |||
| US20080319933A1 | 2008-12-25 |
Other References:
RYU KATAYAMA ET AL.: "A Comparative Analysis of Fuzzy Model and Neural Network Model by Plural Performance Indices", JOURNAL OF JAPAN SOCIETY FOR FUZZY THEORY AND SYSTEMS, vol. 4, no. 5, 31 October 1992 (1992-10-31), pages 942 - 957, XP055434320
JIN, YAOCHU ET AL.: "Neural network regularization and ensembling using multi-objective evolutionary algorithms", PROCEEDINGS OF THE 2004 CONGRESS ON EVOLUTIONARY COMPUTATION, 23 June 2004 (2004-06-23), pages 1 - 8, XP010720884
See also references of EP 3451237A4
JIN, YAOCHU ET AL.: "Neural network regularization and ensembling using multi-objective evolutionary algorithms", PROCEEDINGS OF THE 2004 CONGRESS ON EVOLUTIONARY COMPUTATION, 23 June 2004 (2004-06-23), pages 1 - 8, XP010720884
See also references of EP 3451237A4
Attorney, Agent or Firm:
KAMEYA, Yoshiaki et al. (JP)
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