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1.

図書
図書
1. Connectionist speech recognition : a hybrid approach
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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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
2.

図書
図書
2. Artificial neural networks for speech and vision
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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3.

図書
図書
3. The roots of backpropagation : from ordered derivatives to neural networks and political forecasting (cloth:alk.paper)
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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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
4.

図書
図書
4. Dynamical systems with saturation nonlinearities : analysis and design (: gw ; : us)
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
5. Hybrid neural network and expert systems
Larry R. Medsker
出版情報: Boston : Kluwer Academic, c1994  240 p. ; 25 cm
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