Fyfe, Colin
Hebbian Learning and Negative Feedback Networks
1. Introduction
Part I. Single Stream Networks
2. Background
3. The Negative Feedback Network
4. Peer-Inhibitory Neurons
5. Multiple Cause Data
6. Exploratory Data Analysis
7. Topology Preserving Maps
8. Maximum Likelihood Hebbian Learning
Part II. Dual Stream Networks
9. Two Neural Networks for Canonical Correlation Analysis
10. Alternative Derivations of CCA Networks
11. Kernel and Nonlinear Correlations
12. Exploratory Correlation Analysis
13. Multicollinearity and Partial Least Squares
14. Twinned Principal Curves
15. The Future
DRM-restrictions
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Keywords: COMPUTERS / Computer Science COM014000
- Author(s)
- Fyfe, Colin
- Publisher
- Springer
- Publication year
- 2005
- Language
- en
- Edition
- 1
- Category
- Information Technology, Telecommunications
- Format
- Ebook
- eISBN (PDF)
- 9781846281181