Keyword : statistical mechanical method


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

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