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1.

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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2.

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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3.

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>
4.

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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5.

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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6.

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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7.

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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8.

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:
9.

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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10.

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
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