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1.

図書
図書
1. Self-organising neural networks : independent component analysis and blind source separation
Mark Girolami
出版情報: London : Springer, c1999  [ix], 271 p. ; 24 cm
シリーズ名: Perspectives in neural computing
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2.

図書
図書
2. Kohonen maps
edited by Erkki Oja and Samuel Kaski
出版情報: Amsterdam : Elsevier, 1999  ix, 390 p. ; 25 cm
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目次情報: 続きを見る
Selected papers only
Preface / Kohonen Maps
Analyzing and representing multidimentional quantitative and qualitative data: Demographic study of the / Rhône valley
The domeatic consumption of the Canadian families / M. Cottrell ; P. Gaubert ; P. Letremy ; P. Rousset
Value maps: Finding value in markets that are expensive / G.J. Deboeck
Data mining and knowledge discovery with emergent Self-Organizing Feature Maps for multivariate time series / A. Ultsch
Tree structured Self-Organizing Maps / P. Koikkalainen
On the optimization of Self-Organizing Maps by genetic algorithms / D. Polani
Self organization of a massive text document collection / T. Kohonen ; S. Kaski ; K. Lagus ; J. Salojárvi ; J. Honkela ; V. Paatero ; A. Saarela
Document classification with Self-Organizing Maps / D. Merkl
Navigation in databases using Self-Organizing Maps / S.A. Shumsky
Self-Organising Maps in computer aided design of electronic circuits / A. Hemani ; A. Postula
Modeling self-organization in the visual cortex / R. Miikkulainen ; J.A. Bednar ; Y. Choe ; J. Sirosh
A spatio-temporal memory based on SOMs with activity diffusion / N.R. Euliano ; J.C. Principe
Advances in modeling cortical maps / P.G. Morasso ; V. Sanguineti ; F. Frisone
Topology preservation in Self-Organizing Maps / T. Villmann
Second-order learing in Self-Organizing Maps / R. Der ; M. Herrmann
Energy functions for Self-Organizing Maps / T. Heskes
LVQ and single trial EEG classification / G. Pfurtscheller ; M. Pregenzer
Self-Organizing Map in categorization of voice qualities / L. Leinonen
Self-Organizing Map in analysis of large-scale industrial systems / O. Simula ; J. Ahola ; E. Alhoniemi ; J. Himberg ; J. Vesanto
Keyword index
Selected papers only
Preface / Kohonen Maps
Analyzing and representing multidimentional quantitative and qualitative data: Demographic study of the / Rhône valley
3.

図書
図書
3. ICANN99 : Ninth International Conference on Artificial Neural Networks : 7 - 10 September 1999 : venue, University of Edinburgh, UK (1 ; 2)
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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4.

図書
図書
4. Adaptive processing of sequences and data structures : International Summer School on Neural Networks "E.R. Caianiello", Vietri sul Mare, Salerno, Italy, September 6-13, 1997, tutorial lectures
C. Lee Giles, Marco Gori, eds
出版情報: Berlin ; New York : Springer, c1998  xii, 434 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 1387 . Lecture notes in artificial intelligence
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5.

図書
図書
5. Weakly connected neural networks (: hardcover ; : pbk)
Frank C. Hoppensteadt, Eugene M. Izhikevich
出版情報: New York : Springer, c1997  xvi, 400 p. ; 25 cm
シリーズ名: Applied mathematical sciences ; v. 126
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6.

図書
図書
6. Computational intelligence : an introduction
Witold Pedrycz
出版情報: Boca Raton, Fla. : CRC Press, c1998  284 p. ; 26 cm
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7.

図書
図書
7. Neural networks and pattern recognition
edited by Omid Omidvar, Judith Dayhoff
出版情報: San Diego, Calif. : Academic Press, c1998  xvi, 351 p. ; 24 cm
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8.

図書
図書
8. Neural networks : tricks of the trade
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
9.

図書
図書
9. Cellular neural networks and analog VLSI : a special issue of analog integrated circuits and signal processing, an international journal, volume 15, no.3 (1998)
edited by Leon O. Chua ... [et al.]
出版情報: Boston : Kluwer Academic Publishers, c1998  103 p. ; 27 cm
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目次情報: 続きを見る
Guest Editorial / L. Chua ; E. Pierzchala ; G. Gulak ; A. Rodriguez-Vazquez
A 16 x 16 Cellular Neural Network Universal Chip: The First Complete Single-Chip Dynamic Computer Array with Distributed Memory and with Gray-Scale Input-Output / J. M. Cruz ; L. O. Chua
A 6 x 6 Cells Interconnection-Oriented Programmable Chip for CNN / M. Salerno ; F. Sargeni ; Vincenzo Bonaiuto
Analog VLSI Design Constraints of Programmable Cellular Neural Networks / P. Kinget ; M. Steyaert
Focal-Plane and Multiple Chip VLSI Approaches to CNNs / M. Anguita ; F. J. Pelayo ; E. Ros ; D. Palomar ; A. Prieto
Architecture and Design of 1-D Enhanced Cellular Neural Network Processors for Signal Detection / M. Y. Wang ; B. J. Sheu ; T. W. Berger ; W. C. Young ; A. K. Cho
Analog VLSI Circuits for Competitive Learning Networks / H. C. Card ; D. K. McNeill ; C. R. Schneider
Design of Neural Networks Based on Wave-Parallel Computing Technique / Y. Yuminaka ; Y. Sasaki ; T. Aoki ; T. Higuchi
Guest Editorial / L. Chua ; E. Pierzchala ; G. Gulak ; A. Rodriguez-Vazquez
A 16 x 16 Cellular Neural Network Universal Chip: The First Complete Single-Chip Dynamic Computer Array with Distributed Memory and with Gray-Scale Input-Output / J. M. Cruz ; L. O. Chua
A 6 x 6 Cells Interconnection-Oriented Programmable Chip for CNN / M. Salerno ; F. Sargeni ; Vincenzo Bonaiuto
10.

図書
図書
10. Independent component analysis : theory and applications (: hardcover)
by Te-Won Lee
出版情報: Boston : Kluwer Academic Publishers, c1998  xxxiii, 210 p. ; 24 cm
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目次情報: 続きを見る
Abstract
Preface
Acknowledgments
List of Figures
List of Tables
Abbreviations and Symbols
Introduction
Independent Component Analysis: Theory / Part I：
Basics / 1：
Independent Component Analysis / 2：
A Unifying Information-Theoretic Framework for ICA / 3：
Blind Separation of Time-Delayed and Convolved Sources / 4：
ICA Using Overcomplete Representations / 5：
First Steps towards Nonlinear ICA / 6：
Independent Component Analysis: Applications / Part II：
Biomedical Applications of ICA / 7：
ICA for Feature Extraction / 8：
Unsupervised Classification with ICA Mixture Models / 9：
Conclusions and Future Research / 10：
Bibliography
About the Author
Index
Abstract
Preface
Acknowledgments
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