Item type | Current location | Call number | Status | Date due | Barcode |
---|---|---|---|---|---|
Books | 515.73 ISM (Browse shelf) | Available | 032900 |
515.7248 PAT Fixed point theorems and applications | 515.7248 SHA Fixed points | 515.73 GOH Invariant subspaces of matrices with applications | 515.73 ISM Ridge functions and applications in neural networks | 515.73 LIN Classical banach spaces I : sequence spaces | 515.73 ZIE Weakly differentiable functions : Sobolev spaces and functions of bounded variation | 515.732 CAR Short course on Banach space theory |
Includes bibliographical references and index.
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.
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