Keyword : on-line learning


Statistical Mechanics of On-Line Learning Using Correlated Examples
Kento NAKAO Yuta NARUKAWA Seiji MIYOSHI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2011/10/01
Vol. E94-D  No. 10 ; pp. 1941-1944
Type of Manuscript:  Special Section LETTER (Special Section on Information-Based Induction Sciences and Machine Learning)
Category: 
Keyword: 
nonlinear perceptronon-line learninggeneralization errorcorrelated examples
 Summary | Full Text:PDF(267.2KB)

Statistical Mechanics of Adaptive Weight Perturbation Learning
Ryosuke MIYOSHI Yutaka MAEDA Seiji MIYOSHI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2011/10/01
Vol. E94-D  No. 10 ; pp. 1937-1940
Type of Manuscript:  Special Section LETTER (Special Section on Information-Based Induction Sciences and Machine Learning)
Category: 
Keyword: 
on-line learningweight perturbationsimultaneous perturbationgeneralization errorstatistical mechanics
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Statistical Mechanical Analysis of Simultaneous Perturbation Learning
Seiji MIYOSHI Hiroomi HIKAWA Yutaka MAEDA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2009/07/01
Vol. E92-A  No. 7 ; pp. 1743-1746
Type of Manuscript:  LETTER
Category: Neural Networks and Bioengineering
Keyword: 
simultaneous perturbationon-line learningstatistical mechanical methodgeneralization error
 Summary | Full Text:PDF(367.2KB)

A Theoretical Analysis of On-Line Learning Using Correlated Examples
Chihiro SEKI Shingo SAKURAI Masafumi MATSUNO Seiji MIYOSHI 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2008/09/01
Vol. E91-A  No. 9 ; pp. 2663-2670
Type of Manuscript:  PAPER
Category: Neural Networks and Bioengineering
Keyword: 
linear perceptronon-line learningstatistical mechanical methodgeneralization errorgradient methodblock orthogonal projection learning
 Summary | Full Text:PDF(366.8KB)

On-Line Learning Methods for Gaussian Processes
Shigeyuki OBA Masa-aki SATO Shin ISHII 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2003/03/01
Vol. E86-D  No. 3 ; pp. 650-654
Type of Manuscript:  LETTER
Category: Pattern Recognition
Keyword: 
Gaussian processon-line learningBayesian estimation
 Summary | Full Text:PDF(351KB)