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1.

図書

図書
Timothy Masters
出版情報: New York : J. Wiley, c1994  xiv, 417 p. ; 24 cm.
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目次情報: 続きを見る
The Role of Neural Networks in Signal and Image Processing
Neurons in the Complex Domain
Data Preparation for Neural Networks
Frequency-Domain Techniques
Time/Frequency Localization
Time/Frequency Applications
Image Processing in the Frequency Domain
Moment-Based Image Features
Tone/Texture Descriptors
Using the MLFN Program
Appendix
Bibliography
Index
The Role of Neural Networks in Signal and Image Processing
Neurons in the Complex Domain
Data Preparation for Neural Networks
2.

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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3.

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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4.

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
5.

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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6.

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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7.

図書

図書
edited by Vwani Roychowdhury, Kai-Yeung Siu, Alon Orlitsky
出版情報: Boston : Kluwer Academic, c1994  xxiv, 468 p. ; 25 cm
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目次情報: 続きを見る
Foreword / B. Widrow
Preface / D.E. Rummelhart
Computational Complexity of Neural Networks / Part I:
Neural Models and Spectral Methods / V. Roychowdhury ; Kai-Yeung Siu ; A. Orlitsky1:
Depth-Efficient Threshold Circuits for Arithmetic Functions / T. Hofmeister2:
Communication Complexity and Lower Bounds for Threshold Circuits / M. Goldmann3:
A Comparison of the Computational Power of Sigmoid and Boolean Threshold Circuits / W. Maass ; G. Schnitger ; E.D. Sontag4:
Computing on Analog Neural Nets with Arbitrary Real Weights / 5:
Connectivity versus Capacity in the Hebb Rule / S.S. Venkatesh6:
Learning and Neural Networks / Part II:
Computational Learning Theory and Neural Networks: a Survey of Selected Topics / G. Turan7:
Perspectives of Current Research about the Complexity of Learning on Neural Nets / 8:
Learning an Intersection of K Halfspaces over a Uniform Distribution / A.L. Blum ; R. Kannan9:
On the Intractability of Loading Neural Networks / B. DasGupta ; H.T. Siegelmann ; E. Sontag10:
Learning Boolean Functions via the Fourier Transform / Y. Mansour11:
LMS and Backpropagation are Minimax Filters / B. Hassibi ; A.H. Sayed ; T. Kailath12:
Supervised Learning: Can it Escape its Local Minimum? / P.J. Werbos13:
Index
Foreword / B. Widrow
Preface / D.E. Rummelhart
Computational Complexity of Neural Networks / Part I:
8.

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
9.

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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10.

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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