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1.

図書

図書
Suganda Jutamulia, editor
出版情報: Bellingham, Wash. : SPIE Optical Engineering Press, c1994  xviii, 692 p. ; 29 cm
シリーズ名: SPIE milestone series / Brian J. Thompson, general editor ; v. MS 96
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2.

図書

図書
Larry R. Medsker
出版情報: Boston : Kluwer Academic, c1994  240 p. ; 25 cm
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3.

図書

図書
LiMin Fu
出版情報: New York : McGraw-Hill, c1994  xix, 460 p. ; 25 cm
シリーズ名: McGraw-Hill computer science series
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4.

図書

図書
Derong Liu and Anthony N. Michel
出版情報: London ; Berlin ; New York : Springer-Verlag, c1994  xiv, 191 p. ; 24 cm
シリーズ名: Lecture notes in control and information sciences ; 195
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5.

図書

図書
edited by Vladimir Cherkassky, Jerome H. Friedman, Harry Wechsler
出版情報: Berlin ; Tokyo : Springer-Verlag, c1994  xii, 394 p. ; 25 cm
シリーズ名: NATO ASI series ; Series F . Computer and systems sciences ; v. 136
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6.

図書

図書
Alan Murray and Lionel Tarassenko
出版情報: London : Chapman & Hall, 1994  xiii, 147 p. ; 24 cm
シリーズ名: Chapman & Hall neural computing ; 2
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7.

図書

図書
by Hervé A. Bourlard, Nelson Morgan ; foreword by Richard Lippmann
出版情報: Boston : Kluwer Academic Publishers, c1994  xxviii, 312 p. ; 25 cm
シリーズ名: The Kluwer international series in engineering and computer science ; SECS 247 . VLSI, computer architecture, and digital signal processing
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目次情報: 続きを見る
List of Figures
List of Tables
Notation
Foreword
Preface
Background / I:
Introduction / 1:
Statistical Pattern Classification / 2:
Hidden Markov Models / 3:
Multilayer Perceptions / 4:
Hybrid HMM/MLP Systems / II:
Speech Recognition using ANNs / 5:
Statistical Inference in MLPs / 6:
The Hybrid HMM/MLP Approach / 7:
Experimental Systems / 8:
Context-Dependent MPLs / 9:
System Tradeoffs / 10:
Training Hardware and Software / 11:
Additional Topics / III:
Cross-Validation in MLP Training / 12:
HMM/MLP and Predictive Models / 13:
Feature Extraction by MLP / 14:
Finale / IV:
Final System Overview / 15:
Conclusions / 16:
Bibliography
Index
Acronyms
List of Figures
List of Tables
Notation
8.

図書

図書
edited by Richard J. Mammone
出版情報: London ; New York : Chapman & Hall, 1994  xx, 586 p.
シリーズ名: Chapman & Hall neural computing ; 4
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9.

図書

図書
Paul John Werbos
出版情報: New York : J. Wiley & Sons, c1994  xii, 319 p. ; 25 cm
シリーズ名: Adaptive and learning systems for signal processing, communications, and control
A Wiley-Interscience publication
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目次情報: 続きを見る
Thesis
Beyond Regression: New Tools for Prediction and Analysis in the Behavioral Sciences
Dynamic Feedback, Statistical Estimation, and Systems Optimization: General Techniques
The Multivariate ARMA(1,1) Model: Its Significance and Estimation
Simulation Studies of Techniques of Time-Series Analysis
General Applications of These Ideas: Practical Hazards and New Possibilities
Nationalism and Social Communications: A Test Case for Mathematical Approaches
Applications and Extensions
Forms of Backpropagation for Sensitivity Analysis, Optimization, and Neural Networks
Backpropagation Through Time: What It Does and How to Do It
Neurocontrol: Where It Is Going and Why It Is Crucial
Neural Networks and the Human Mind: New Mathematics Fits Humanistic Insight
Index
Thesis
Beyond Regression: New Tools for Prediction and Analysis in the Behavioral Sciences
Dynamic Feedback, Statistical Estimation, and Systems Optimization: General Techniques
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