Icann 94

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Self Organizing Maps

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Author : Teuvo Kohonen
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06

Self Organizing Maps written by Teuvo Kohonen and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-06 with Science categories.

Since the second edition of this book came out in early 1997, the number of scientific papers published on the Self-Organizing Map (SOM) has increased from about 1500 to some 4000. Also, two special workshops dedicated to the SOM have been organized, not to mention numerous SOM sessions in neural network conferences. In view of this growing interest it was felt desirable to make extensive revisions to this book. They are of the following nature. Statistical pattern analysis has now been approached more carefully than earlier. A more detailed discussion of the eigenvectors and eigenvalues of symmetric matrices, which are the type usually encountered in statistics, has been included in Sect. 1.1.3: also, new probabilistic concepts, such as factor analysis, have been discussed in Sect. 1.3.1. A survey of projection methods (Sect. 1.3.2) has been added, in order to relate the SOM to classical paradigms. Vector Quantization is now discussed in one main section, and derivation of the pointdensity of the codebook vectors using the calculus of variations has been added, in order to familiarize the reader with this otherwise com plicated statistical analysis. It was also felt that the discussion of the neural-modeling philosophy should include a broader perspective of the main issues. A historical review in Sect. 2.2, and the general philosophy in Sects. 2.3, 2.5 and 2.14 are now expected to especially help newcomers to orient themselves better amongst the profusion of contemporary neural models.

Icann 94

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Author : M. Marinaro
language : en
Publisher: Springer
Release Date : 1994

Icann 94 written by M. Marinaro and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 1994 with Computers categories.

Optical Memory Neural Networks 94

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Author : Andrei L. Mikaelian
language : en
Publisher:
Release Date : 1994

Optical Memory Neural Networks 94 written by Andrei L. Mikaelian and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1994 with Computers categories.

Icann 94

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Author : Maria Marinaro
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06

Icann 94 written by Maria Marinaro and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-06 with Computers categories.

From its early beginnings in the fifties and sixties the field of neural networks has been steadily growing. The first wave was driven by a handful of pioneers who first discovered analogies between machines and biological systems in communication, control and computing. Technological constraints held back research considerably, but gradually computers have become less expensive and more accessible and software tools inceasingly more powerful. Mathematical techniques, developed by computer-aware people, have steadily accumulated and the second wave has begun. Researchers from such diverse areas as psychology, mathematics, physics, neuroscience and engineering now work together in the neural networking field.

The 1994 Ieee International Conference On Neural Networks

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Author :
language : en
Publisher:
Release Date : 1994

The 1994 Ieee International Conference On Neural Networks written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1994 with Neural computers categories.

1994 Ieee International Conference On Systems Man And Cybernetics

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Author :
language : en
Publisher:
Release Date : 1994

1994 Ieee International Conference On Systems Man And Cybernetics written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1994 with Cybernetics categories.

1995 Ieee International Conference On Neural Networks

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Author :
language : en
Publisher:
Release Date : 1995

1995 Ieee International Conference On Neural Networks written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1995 with Neural computers categories.

Proceedings

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Author :
language : en
Publisher:
Release Date : 1999

Proceedings written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1999 with Image analysis categories.

Ecai 94 Proceedings

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Author : A. G. Cohn
language : en
Publisher:
Release Date : 1994-11

Ecai 94 Proceedings written by A. G. Cohn and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1994-11 with Computers categories.

A collection of refereed papers presented at the 11th European Conference on Artificial Intelligence held in Amsterdam, The Netherlands in August 1994.

Index Of Conference Proceedings

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Author : British Library. Document Supply Centre
language : en
Publisher:
Release Date : 1996

Index Of Conference Proceedings written by British Library. Document Supply Centre and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1996 with Congresses and conventions categories.