Research Catalog
Neural-based orthogonal data fitting : the EXIN neural networks /
- Title
- Neural-based orthogonal data fitting : the EXIN neural networks / Giansalvo Cirrincione, Maurizio Cirrincione.
- Author
- Cirrincione, Giansalvo, 1959-
- Publication
- Hoboken, N.J. : Wiley, c2010.
Items in the Library & Off-site
Filter by
1 Item
Status | Format | Access | Call Number | Item Location |
---|---|---|---|---|
Not available - Please for assistance. | Text | Use in library | QA76.87 .C525 2010 | Off-site |
Details
- Additional Authors
- Cirrincione, Maurizio, 1961-
- Description
- xviii, 243 p., [12] p. of plates : ill. (some col.); 25 cm.
- Summary
- "Written by three leaders in the field of neural based algorithms, Neural Based Orthogonal Data Fitting proposes several neural networks, all endowed with a complete theory which not only explains their behavior, but also compares them with the existing neural and traditional algorithms. The algorithms are studied from different points of view, including: as a differential geometry problem, as a dynamic problem, as a stochastic problem, and as a numerical problem. All algorithms have also been analyzed on real time problems (large dimensional data matrices) and have shown accurate solutions. Where most books on the subject are dedicated to PCA (principal component analysis) and consider MCA (minor component analysis) as simply a consequence, this is the fist book to start from the MCA problem and arrive at important conclusions about the PCA problem."--
- Series Statement
- Adaptive and learning systems for signal processing, communication, and control
- Uniform Title
- Adaptive and learning systems for signal processing, communications, and control.
- Subject
- Bibliography (note)
- Includes bibliographical references and index.
- ISBN
- 9780471322702 (hardback)
- 0471322709 (hardback)
- LCCN
- 2010033317
- Owning Institutions
- Princeton University Library