The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
May. 31, 2011
Filed:
Apr. 04, 2007
Katsuki Minamino, Tokyo, JP;
Masato Ito, Tokyo, JP;
Kenta Kawamoto, Tokyo, JP;
Yukiko Yoshiike, Tokyo, JP;
Hirotaka Suzuki, Kanagawa, JP;
Katsuki Minamino, Tokyo, JP;
Masato Ito, Tokyo, JP;
Kenta Kawamoto, Tokyo, JP;
Yukiko Yoshiike, Tokyo, JP;
Hirotaka Suzuki, Kanagawa, JP;
Sony Corporation, Tokyo, JP;
Abstract
A learning apparatus includes a storage unit configured to store a network formed by a plurality of nodes each holding dynamics; a learning unit configured to learn the dynamics of the network in a self-organizing manner on the basis of observed time-series data; a winner-node determiner configured to determine a winner node, the winner node being a node having dynamics that best match the time-series data; and a weight determiner configured to determine learning weights for the dynamics held by the individual nodes according to distances of the individual nodes from the winner node. The learning unit is configured to learn the dynamics of the network in a self-organizing manner by degrees corresponding to the learning weights.