Seiji MIYOSHI


Statistical-Mechanics Approach to Theoretical Analysis of the FXLMS Algorithm
Seiji MIYOSHI Yoshinobu KAJIKAWA 
Publication:   
Publication Date: 2018/12/01
Vol. E101-A  No. 12  pp. 2419-2433
Type of Manuscript:  PAPER
Category: Digital Signal Processing
Keyword: 
FXLMS algorithmadaptive filteractive noise controlstatistical-mechanical informaticslong-filter assumption
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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
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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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Estimation of Distribution Algorithm Incorporating Switching
Kenji TSUCHIE Yoshiko HANADA Seiji MIYOSHI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2010/11/01
Vol. E93-D  No. 11  pp. 3108-3111
Type of Manuscript:  LETTER
Category: Fundamentals of Information Systems
Keyword: 
estimation of distribution algorithmgenetic algorithmBayesian networkswitching
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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
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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
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