1 option
Ridge functions and applications in neural networks / Vugar E. Ismailov.
- Format:
- Book
- Author/Creator:
- Ismailov, Vugar E., 1971- author.
- Series:
- Mathematical Surveys and Monographs, 2331-7159 ; v. 263
- Language:
- English
- Subjects (All):
- Function spaces.
- Multivariate analysis.
- Approximation theory.
- Linear operators.
- Numbers, Real.
- Neural networks (Computer science).
- Physical Description:
- 1 online resource
- Place of Publication:
- Providence, Rhode Island : American Mathematical Society, [2021]
- System Details:
- Mode of access : World Wide Web
- Contents:
- Introduction Properties of linear combinations of ridge functions The smoothness problem in ridge function representation Approximation of multivariate functions by sums of univariate functions Generalized ridge functions and linear superpositions Applications to neural networks
- Notes:
- Includes bibliographical references and index.
- Electronic reproduction. Providence, Rhode Island : American Mathematical Society. 2021
- Description based on print version record.
- Other Format:
- Print version: Ismailov, Vugar E., 1971- Ridge functions and applications in neural networks /
- ISBN:
- 9781470468002 (online)
- Access Restriction:
- Restricted for use by site license.
The Penn Libraries is committed to describing library materials using current, accurate, and responsible language. If you discover outdated or inaccurate language, please fill out this feedback form to report it and suggest alternative language.