DC Field | Value | Language |
---|---|---|
dc.contributor.author | Choi, S | - |
dc.contributor.author | Amari, S | - |
dc.contributor.author | Cichocki, A | - |
dc.date.accessioned | 2017-07-19T13:43:49Z | - |
dc.date.available | 2017-07-19T13:43:49Z | - |
dc.date.created | 2017-02-21 | - |
dc.date.issued | 2000-12 | - |
dc.identifier.issn | 0916-8508 | - |
dc.identifier.uri | https://oasis.postech.ac.kr/handle/2014.oak/37475 | - |
dc.description.abstract | Spatio-temporal decorrelation is the task of eliminating correlations between associated signals in spatial domain as well as in time domain. In this paper. we present a simple but efficient adaptive algorithm for spatio-temporal decorrelation. For the task of spatio-temporal decorrelation. we consider a dynamic recurrent network and calculate the associated natural gradient for the minimization of all appropriate optimization function, The natural gradient based spatio-temporal decorrelation algorithm is applied to the task of blind deconvolution of linear single input multiple output (SIMO) system and its performance is compared to the spatio-temporal anti-Hebbian learning rule. | - |
dc.language | English | - |
dc.publisher | IEICE TRANSACTIONS on Fundamentals of Electronics | - |
dc.relation.isPartOf | IEICE transactions on fundamentals of electronics, communications and computer sciences | - |
dc.title | Natural gradient learning for spatio-temporal decorrelation: Recurrent network | - |
dc.type | Article | - |
dc.type.rims | ART | - |
dc.identifier.bibliographicCitation | IEICE transactions on fundamentals of electronics, communications and computer sciences, v.E83-A, no.12, pp.2715 - 2722 | - |
dc.identifier.wosid | 000166143800042 | - |
dc.date.tcdate | 2019-02-01 | - |
dc.citation.endPage | 2722 | - |
dc.citation.number | 12 | - |
dc.citation.startPage | 2715 | - |
dc.citation.title | IEICE transactions on fundamentals of electronics, communications and computer sciences | - |
dc.citation.volume | E83-A | - |
dc.contributor.affiliatedAuthor | Choi, S | - |
dc.description.journalClass | 1 | - |
dc.description.journalClass | 1 | - |
dc.description.wostc | 4 | - |
dc.type.docType | Article | - |
dc.subject.keywordAuthor | adaptive decorrelation | - |
dc.subject.keywordAuthor | Hebbian learning | - |
dc.subject.keywordAuthor | natural gradient | - |
dc.subject.keywordAuthor | recurrent network | - |
dc.subject.keywordAuthor | spatio-temporal processing | - |
dc.relation.journalWebOfScienceCategory | Computer Science, Hardware & Architecture | - |
dc.relation.journalWebOfScienceCategory | Computer Science, Information Systems | - |
dc.relation.journalWebOfScienceCategory | Engineering, Electrical & Electronic | - |
dc.description.journalRegisteredClass | scie | - |
dc.description.journalRegisteredClass | scopus | - |
dc.relation.journalResearchArea | Computer Science | - |
dc.relation.journalResearchArea | Engineering | - |
Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.
library@postech.ac.kr Tel: 054-279-2548
Copyrights © by 2017 Pohang University of Science ad Technology All right reserved.