Keyword : simultaneous perturbation


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
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An Analog Neural Network System with Learning Capability Using Simultaneous Perturbation
Yutaka MAEDA Toshiyuki KUSUHASHI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1999/12/25
Vol. E82-D  No. 12 ; pp. 1627-1633
Type of Manuscript:  PAPER
Category: Bio-Cybernetics and Neurocomputing
Keyword: 
analog neural network circuitimplementationsimultaneous perturbationlearning capability
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