Description |
xii, 319 pages : illustrations ; 25 cm |
Series |
Adaptive and learning systems for signal processing, communications, and control |
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Adaptive and learning systems for signal processing, communications, and control.
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Contents |
Beyond Regression: New Tools for Prediction and Analysis in the Behavioral Sciences -- 1. General Introduction and Summary -- 2. Dynamic Feedback, Statistical Estimation, and Systems Optimization: General Techniques -- 3. The Multivariate ARMA(1, 1) Model: Its Significance and Estimation -- 4. Simulation Studies of Techniques of Time-Series Analysis -- 5. General Applications of These Ideas: Practical Hazards and New Possibilities -- 6. Nationalism and Social Communications: A Test Case for Mathematical Approaches -- 7. Forms of Backpropagation for Sensitivity Analysis, Optimization, and Neural Networks -- 8. Backpropagation Through Time: What It Does and How to Do It -- 9. Neurocontrol: Where It Is Going and Why It Is Crucial -- 10. Neural Networks and the Human Mind: New Mathematics Fits Humanistic Insight |
Analysis |
Computers Networks |
Notes |
"A Wiley-Interscience Publication." |
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Originally presented as the author's thesis (Ph. D.--Harvard, 1974) |
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Published simultaneously in Canada |
Bibliography |
Includes bibliographical references and index |
Subject |
Neural networks (Computer science)
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Prediction theory.
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Regression analysis.
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LC no. |
93023159 |
ISBN |
0471598976 (cloth : alk. paper) |
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