| 000 -LEADER |
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| fixed length control field |
a |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
220322b xxu||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9781470467654 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER |
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| Classification number |
515.73 |
| Item number |
ISM |
| 100 ## - MAIN ENTRY--PERSONAL NAME |
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| Personal name |
Ismailov, Vugar E. |
| 245 ## - TITLE STATEMENT |
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| Title |
Ridge functions and applications in neural networks |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
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| Name of publisher, distributor, etc |
American Mathematical Society, |
| Date of publication, distribution, etc |
2021 |
| Place of publication, distribution, etc |
Providence : |
| 300 ## - PHYSICAL DESCRIPTION |
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| Extent |
ix, 186 p. ; |
| Other physical details |
ill., |
| Dimensions |
26 cm |
| 365 ## - TRADE PRICE |
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| Price amount |
125.00 |
| Price type code |
USD |
| Unit of pricing |
78.80 |
| 490 ## - SERIES STATEMENT |
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| Series statement |
Mathematical surveys and monographs, |
| Volume number/sequential designation |
0076-5376 ; v. 263 |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
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| Bibliography, etc |
Includes bibliographical references and index. |
| 520 ## - SUMMARY, ETC. |
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| Summary, etc |
Recent years have witnessed a growth of interest in the special functions called ridge functions. These functions appear in various fields and under various guises. They appear in partial differential equations (where they are called plane waves), in computerized tomography, and in statistics. Ridge functions are also the underpinnings of many central models in neural network theory. In this book various approximation theoretic properties of ridge functions are described. This book also describes properties of generalized ridge functions, and their relation to linear superpositions and Kolmogo. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name as entry element |
Function spaces |
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| Topical term or geographic name as entry element |
Multivariate analysis |
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| Topical term or geographic name as entry element |
Approximation theory |
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| Topical term or geographic name as entry element |
Linear operators |
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| Topical term or geographic name as entry element |
Numbers, Real |
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| Topical term or geographic name as entry element |
Neural networks |
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| Topical term or geographic name as entry element |
Plane wave |
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| Topical term or geographic name as entry element |
Kolmogorov's superposition theorem |
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| Topical term or geographic name as entry element |
Banach-Alaoglu theorem |
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| Topical term or geographic name as entry element |
Complexity problem |
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| Topical term or geographic name as entry element |
Diliberto-Straus-algorithm |
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| Topical term or geographic name as entry element |
Fubini's theorem |
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| Topical term or geographic name as entry element |
Hahn-Banach theorem |
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| Topical term or geographic name as entry element |
MLP model |
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| Topical term or geographic name as entry element |
Proximinality |
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| Topical term or geographic name as entry element |
ReLU function |
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| Topical term or geographic name as entry element |
Sigmoidel function |
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| Topical term or geographic name as entry element |
Uniqueness problem |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
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| Source of classification or shelving scheme |
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| Item type |
Books |