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1.

図書

図書
International Conference on Artificial Neural Networks ; Institution of Electrical Engineers
出版情報: London : Institution of Electrical Engineers, 1999  2v.(xxix,1028p.) ; 30cm
シリーズ名: IEE conference publication
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2.

図書

図書
edited by Cornelius T. Leondes
出版情報: San Diego : Academic Press, c1998  xxix, 460 p. ; 24 cm
シリーズ名: Neural network systems techniques and applications ; vol. 1
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3.

図書

図書
Genevieve B. Orr, Klaus-Robert Müller (eds.)
出版情報: Berlin : Springer, c1998  vi, 432 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 1524
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目次情報: 続きを見る
Introduction
Speeding Learning
Preface
Efficient BackProp / Yann LeCun ; Leon Bottou ; Genevieve B. Orr ; Klaus-Robert Müller1:
Regularization Techniques to Improve Generalization
Early Stopping - But When? / Lutz Prechelt2:
A Simple Trick for Estimating the Weight Decay Parameter / Thorsteinn S. Rögnvaldsson3:
Controling the Hyperparameter Search in MacKay's Bayesian Neural Network Framework / Tony Plate4:
Adaptive Regularization in Neural Network Modeling / Jan Larsen ; Claus Svarer ; Lars Nonboe Andersen ; Lars Kai Han- sen5:
Large Ensemble Averaging / David Horn ; Ury Naftaly ; Nathan Intrator6:
Improving Network Models and Algorithmic Tricks
Square Unit Augmented, Radially Extended, Multilayer Perceptrons / Gary William Flake7:
A Dozen Tricks with Multitask Learning / Rich Caruana8:
Solving the Ill-Conditioning in Neural Network Learning / Patrick van der Smagt ; Gerd Hirzinger9:
Centering Neural Network Gradient Factors / Nicol N. Schraudolph10:
Avoiding Roundoff Error in Backpropagating Derivatives / 11:
Representing and Incorporating Prior Knowledge in Neural Network Training
Transformation Invariance in Pattern Recognition - Tangent Distance and Tangent Propagation / Patrice Y. Simard ; Yann A. LeCun ; John S. Denker ; Bernard Victorri12:
Combining Neural Networks and Context-Driven Search for On-Line, Printed Handwriting Recognition in the Newton / Larry S. Yaeger ; Brandyn J. Webb ; Richard F. Lyon13:
Neural Network Classification and Prior Class Probabilities / Steve Lawrence ; Ian Burns ; Andrew Back ; Ah Chung Tsoi ; C. Lee Gi- les14:
Applying Divide and Conquer to Large Scale Pattern Recognition Tasks / Jurgen Fritsch ; Michael Finke15:
Tricks for Time Series
Forecasting the Economy with Neural Nets: A Survey of Challenges and Solutions / John Moody16:
How to Train Neural Networks / Ralph Neuneier ; Hans Georg Zimmermann17:
Author Index
Subject Index
Introduction
Speeding Learning
Preface
4.

図書

図書
Witold Pedrycz
出版情報: Boca Raton, Fla. : CRC Press, c1998  284 p. ; 26 cm
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5.

図書

図書
Gustavo Deco, Dragan Obradovic
出版情報: New York : Springer, c1996  xiii, 261 p. ; 25 cm
シリーズ名: Perspectives in neural computing
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6.

図書

図書
edited by Lakhmi C. Jain, V. Rao Vemuri
出版情報: Boca Raton, Fla. : CRC Press, c1999  325 p. ; 25 cm
シリーズ名: The CRC Press international series on computational intelligence / series editor L. C. Jain
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7.

図書

図書
edited by Omid Omidvar, Patrick van der Smagt
出版情報: San Diego ; Tokyo : Academic Press, c1997  xvii, 346 p. ; 24 cm
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目次情報: 続きを見る
Neural Network Sonar as a Perceptual Modality for Robotics / W.T. Miller III ; A.L. Kun,lt;/i>
Dynamic Balance of a Biped Walking / Robot. P. van der Smagt ; F. Groen,lt;/i>
Visual Feedback in Motion / D. DeMers ; K. Kreutz-Delgado,lt;/i>
Inverse Kinematics of Dextrous Manipulators / Y. Jin, T. Pipe ; A. Winfield,lt;/i>
Stable Manipulator Trajectory Control Using Neural Networks / P. Gaudiano ; F.H. Guenther ; E. Zalama,lt;/i>
The Neural Dynamics Approach to Sensory-Motor Control / A. Buhlmeier ; G. Maneuffel,lt;/i>
Operant Conditioning in Robots / B. Hallam ; J. Hallam ; G. Hayes,lt;/i>
A Dynamic Net for Robot Control / Ben Krise ; J. van Dam,lt;/i>
Neural Vehicles / J. Heikkonen ; P. Koikkalainen,lt;/i>
Self-Organization and Autonomous Robots
Neural Network Sonar as a Perceptual Modality for Robotics / W.T. Miller III ; A.L. Kun,lt;/i>
Dynamic Balance of a Biped Walking / Robot. P. van der Smagt ; F. Groen,lt;/i>
Visual Feedback in Motion / D. DeMers ; K. Kreutz-Delgado,lt;/i>
8.

図書

図書
Martin Beckerman
出版情報: New York : Wiley, 1997  xviii, 427 p. ; 25 cm
シリーズ名: Adaptive and learning systems for signal processing, communications, and control
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9.

図書

図書
Jason Kingdon
出版情報: London : Springer, 1997  xii, 227 p. ; 24 cm
シリーズ名: Perspectives in neural computing
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10.

図書

図書
Hung T. Nguyen and Elbert A. Walker
出版情報: Boca Raton, Fla. ; Tokyo : CRC Press, c1997  266 p. ; 25 cm
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11.

図書

図書
M. Vidyasagar
出版情報: London : Springer, c1997  xviii, 383 p. ; 25 cm
シリーズ名: Communications and control engineering
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12.

図書

図書
Carl G. Looney
出版情報: New York : Oxford University Press, 1997  xix, 458 p. ; 25 cm
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目次情報: 続きを見る
Preface
List of Tables
Fundamentals of Pattern Recognition / Part I:
Basic Concepts of Pattern Recognition / 0:
Decision-Theoretic Algorithms / 1:
Structural Pattern Recognition / 2:
Introductory Neural Networks / Part II:
Artificial Neural Network Structures / 3:
Supervised Training via Error Backpropagation: Derivations / 4:
Advanced Fundamentals of Neural Networks / Part III:
Acceleration and Stabilization of Supervised Gradient Training of MLPs / 5:
Supervised Training via Strategic Search / 6:
Advances in Network Algorithms for Classification and Recognition / 7:
Recurrent Neural Networks / 8:
Neural, Feature, and Data Engineering / Part IV:
Neural Engineering and Testing of FANNs / 9:
Feature and Data Engineering / 10:
Testing and Applications
Some Comparative Studies of Feedforward Artificial Neural Networks / 11:
Pattern Recognition Applications / 12:
Preface
List of Tables
Fundamentals of Pattern Recognition / Part I:
13.

図書

図書
Takeshi Furuhashi, Yoshiki Uchikawa, (eds.)
出版情報: Berlin : Springer-Verlag, c1996  viii, 243 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 1152 . Lecture notes in artificial intelligence
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14.

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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15.

図書

図書
Kenneth Hunt, George Irwin and Kevin Warwick (eds.)
出版情報: Berlin ; New York : Springer, c1995  278 p. ; 24 cm
シリーズ名: Advances in industrial control
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16.

図書

図書
B.D. Ripley
出版情報: New York : Cambridge University Press, 1996  xi, 403 p. ; 26 cm
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目次情報: 続きを見る
Introduction and examples / 1:
Statistical decision theory / 2:
Linear discriminant analysis / 3:
Flexible discriminants / 4:
Feed-forward neural networks / 5:
Non-parametric methods / 6:
Tree-structured classifiers / 7:
Belief networks / 8:
Unsupervised methods / 9:
Finding good pattern features / 10:
statistical sidelines / Appendix:
Glossary
References
Author index
Subject index
Introduction and examples / 1:
Statistical decision theory / 2:
Linear discriminant analysis / 3:
17.

図書

図書
Takeshi Furuhashi, (ed.)
出版情報: Berlin ; New York ; Tokyo : Springer, c1995  viii, 223 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 1011 . Lecture notes in artificial intelligence
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18.

図書

図書
N. K. Bose, P. Liang
出版情報: New York ; Tokyo : McGraw-Hill, c1996  xxxiii, 478 p. ; 25 cm
シリーズ名: McGraw-Hill series in electrical and computer engineering ; . Communications and signal processing
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19.

図書

図書
edited by A.M.S. Zalzala and A.S. Morris
出版情報: New York ; Tokyo : Ellis Horwood, 1996  viii, 278 p. ; 25 cm
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20.

図書

図書
David M. Skapura
出版情報: New York, N.Y. : ACM Press , Reading, Mass. : Addison-Wesley, c1996  xiii, 286 p. ; 24 cm
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目次情報: 続きを見る
Foundations
Motivation
Neural-Network Fundamentals
Single Neuron Computations
Network Computations
Network Simulation
Foundations Summary
Suggested Readings
Bibliography
Paradigms
The Backpropagation Network
The Counterpropagation Network
Adaptive Resonance Theory
The Multidirectional Associative Memory
The Hopfield Memory
Network-Learning Summary
Application Design
Developing a Data Representation
Pattern Representation Methods
Exemplar Analysis
Training and Performance Evaluation
A Practical Example
Application-Design Summary
Associative Memories
Associative-Memory Definitions
Character Recognition
State-Space Search
Image Interpolation
Diagnostic Aids
Associative-Memory Summary
Business and Financial Applications
Financial Modeling
Market Prediction
Bond Rating
Predicting Commodity Futures
Financial-Applications Summary
Pattern Classification
NETtalk
Radar-Signature Classifier
Prostate-Cancer Detection
Pattern-Classification Summary
Image Processing
Image-Processing Networks
Gender Recognition from Facial Images
Imagery Feature Discovery
Aircraft Tracking in Video Imagery
Image-Processing Summary
Process Control and Robotics
Control Theory
Cart/Pole Balancer
Bipedal-Locomotion Control
Robotic Manipulator Control
Control-Application Summary
Fuzzy Neural Systems
Fuzzy Logic
Implementation of a Fuzzy Network
Fuzzy Neural Inference
Fuzzy Control of BPN Learning
Fuzzy Neural-System Summary
Answers to Selected Exercises
Index
Foundations
Motivation
Neural-Network Fundamentals
21.

図書

図書
Larry R. Medsker
出版情報: Boston : Kluwer Academic, c1994  240 p. ; 25 cm
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22.

図書

図書
P.J.G. Lisboa, M.J. Taylor
出版情報: New York : Ellis Horwood, 1993  307 p. ; 25 cm
シリーズ名: Ellis Horwood workshop series
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23.

図書

図書
P.J. Braspenning, F. Thuijsman, A.J.M.M. Weijters, (eds.)
出版情報: Berlin ; New York : Springer, c1995  vii, 293 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 931
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24.

図書

図書
Duc Truong Pham and Liu Xing
出版情報: London ; Tokyo : Springer-Verlag, c1995  xiv, 238 p. ; 24 cm
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25.

図書

図書
James M. Bower and David Beeman
出版情報: Santa Clara, Calif. : TELOS, Springer-Verlag, c1995  xx, 409 p. ; 24 cm
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26.

図書

図書
Stig I. Andersson (ed.)
出版情報: Berlin ; New York : Springer-Verlag, c1995  vi, 260 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 888
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27.

図書

図書
by Bing J. Sheu, Joongho Choi ; with special assistance from Robert C. Chang ... [et al.]
出版情報: Boston : Kluwer Academic Publishers, c1995  xix, 559 p. ; 25 cm
シリーズ名: The Kluwer international series in engineering and computer science ; SECS 304
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28.

図書

図書
Bart Kosko
出版情報: Englewood Cliffs, N.J. : Prentice Hall, c1992  xxvii, 449 p. ; 24 cm
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29.

図書

図書
Bahram Nabet, Robert B. Pinter
出版情報: Boca Raton : CRC Press, c1991  xi, 182 p. ; 25 cm
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30.

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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31.

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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32.

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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33.

図書

図書
Albert Nigrin
出版情報: Cambridge, Mass. : MIT Press, c1993  xvii, 413 p. ; 24 cm
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34.

図書

図書
edited by Daniel Gardner
出版情報: Cambridge, Mass. : MIT Press, c1993  xii, 227 p. ; 26 cm
シリーズ名: Computational neuroscience
Bradford book
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35.

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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36.

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
37.

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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38.

図書

図書
Steven K. Rogers, Matthew Kabrisky ; contributing authors, Dennis W. Ruck and Gregory L. Tarr
出版情報: Bellingham, Wash., USA : SPIE Optical Engineering Press, c1991  xi, 220 p. ; 26 cm
シリーズ名: Tutorial texts in optical engineering ; v. TT 4
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39.

図書

図書
Margaret Euphrasia Sereno
出版情報: Cambridge, Mass. : MIT Press, c1993  vi, 181 p. ; 24 cm
シリーズ名: Neural network modeling and connectionism
Bradford book
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40.

図書

図書
A. Cichocki, R. Unbehauen
出版情報: New York : J. Wiley, 1993  xvii, 526 p. ; 24 cm
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目次情報: 続きを見る
Mathematical Preliminaries of Neurocomputing
Architectures and Electronic Implementation of Neural Network Models
Unconstrained Optimization and Learning Algorithms
Neural Networks for Linear, Quadratic Programming and Linear Complementarity Problems
A Neural Network Approach to the On-Line Solution of a System of Linear Algebraic Equations and Related Problems
Neural Networks for Matrix Algebra Problems
Neural Networks for Continuous, Nonlinear, Constrained Optimization Problems
Neural Networks for Estimation, Identification and Prediction
Neural Networks for Discrete and Combinatorial Optimization Problems
Appendices
Subject Index
Mathematical Preliminaries of Neurocomputing
Architectures and Electronic Implementation of Neural Network Models
Unconstrained Optimization and Learning Algorithms
41.

図書

図書
edited by Eric Goles and Servet Martínez
出版情報: Dordrecht ; Boston : Kluwer Academic Publishers, c1992  x, 207 p. ; 25 cm
シリーズ名: Mathematics and its applications ; v. 75
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42.

図書

図書
edited by Harry Wechsler
出版情報: Boston : Academic Press, c1992  xix, 363 p. ; 24 cm
シリーズ名: Neural networks for perception / edited by Harry Wechsler ; v. 2
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43.

図書

図書
Yi-Tong Zhou, Rama Chellappa
出版情報: New York ; Tokyo : Springer-Verlag, c1992  xi, 170 p. ; 24 cm
シリーズ名: Research notes in neural computing ; v. 5
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44.

図書

図書
edited by M.A. Arbib and J.A. Robinson
出版情報: Cambridge, MA : MIT Press, c1990  x, 345 p. ; 24 cm
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45.

図書

図書
Pierre Peretto
出版情報: Cambridge : Cambridge University Press, c1992  xviii, 473 p. ; 24 cm
シリーズ名: Collection Aléa-Saclay : monographs and texts in statistical physics ; 2
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目次情報: 続きを見る
Preface
Acknowledgments
Introduction / 1:
The biology of neural networks: a few features for the sake of non-biologists / 2:
The dynamics of neural networks: a stochastic approach / 3:
Hebbian models of associative memory / 4:
Temporal sequences of patterns / 5:
The problem of learning in neural networks / 6:
Learning dynamics in 'visible' neural networks / 7:
Solving the problem of credit assignment / 8:
Self-organization / 9:
Neurocomputation / 10:
Neurocomputers / 11:
A critical view of the modeling of neural networks / 12:
References
Index
Preface
Acknowledgments
Introduction / 1:
46.

図書

図書
A.F. Rocha
出版情報: Berlin ; New York : Springer-Verlag, c1992  xv, 393 p. ; 25 cm
シリーズ名: Lecture notes in computer science ; 638 . Lecture notes in artificial intelligence
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47.

図書

図書
Bart Kosko, editor
出版情報: Englewood Cliffs, N.J. : Prentice Hall, c1992  xv, 399 p. ; 25 cm
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48.

図書

図書
Paolo Antognetti and Veljko Milutinović, editors
出版情報: Englewood Cliffs, N.J. : Prentice Hall, 1991  4 v. ; 24 cm
シリーズ名: Prentice Hall advanced reference series ; . Engineering
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49.

図書

図書
by David P. Morgan, Christopher L. Scofield ; foreword by Leon N. Cooper
出版情報: Boston : Kluwer Academic Publishers, c1991  xvi, 391 p. ; 25 cm
シリーズ名: The Kluwer international series in engineering and computer science ; . VLSI, computer architecture, and digital signal processing
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50.

図書

図書
E. Domany, J.L. van Hemmen, K. Schulten, (eds.) ; [contributors, V. Braitenberg ... et al.]
出版情報: Berlin ; Tokyo : Springer-Verlag, c1991  xvi, 347 p. ; 25 cm
シリーズ名: Physics of neural networks
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