Research Catalog
Principal component neural networks : theory and applications
- Title
- Principal component neural networks : theory and applications / Kostas I. Diamantaras, S.Y. Kung.
- Author
- Diamantaras, Konstantinos I.
- Publication
- New York : Wiley, [1996], ©1996.
Items in the Library & Off-site
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1 Item
| Status | Format | Access | Call Number | Item Location |
|---|---|---|---|---|
| Text | Request in advance | QA76.87 .D53 1996 | Off-site |
Holdings
Details
- Additional Authors
- Kung, S. Y. (Sun Yuan)
- Description
- xii, 255 pages : illustrations; 24 cm.
- Series Statement
- Adaptive and learning systems for signal processing, communications, and control
- Uniform Title
- Adaptive and learning systems for signal processing, communications, and control.
- Subject
- Neural networks (Computer science)
- Note
- "A Wiley-Interscience publication."
- Bibliography (note)
- Includes bibliographical references (p. 241-247) and index.
- Contents
- 1. Introduction -- 2. A Review of Linear Algebra -- 3. Principal Component Analysis -- 4. PCA Neural Networks -- 5. Channel Noise and Hidden Units -- 6. Heteroassociative Models -- 7. Signal Enhancement Against Noise -- 8. VLSI Implementation -- Appendix A Stochastic Approximation -- Appendix B Derivatives with Vectors and Matrices -- Appendix C Compactness and Convexity.
- ISBN
- 0471054364 (cloth : acid-free paper)
- LCCN
- 95000242
- OCLC
- 32547643
- ocm32547643
- Owning Institutions
- Columbia University Libraries