Abstract
New minor and principal component flows are derived and analyzed in terms of global stability and properties of the limiting solutions. These systems which are of Sanger's type are specifically explored in terms of their applicability to symmetric and non-symmetric matrices. Analytical proofs of global stability and conditions under which the limiting solutions upper-triangulize a given matrix are given.
| Original language | English (US) |
|---|---|
| Article number | 4252808 |
| Pages (from-to) | 1009-1012 |
| Number of pages | 4 |
| Journal | Proceedings - IEEE International Symposium on Circuits and Systems |
| State | Published - Sep 27 2007 |
| Event | 2007 IEEE International Symposium on Circuits and Systems, ISCAS 2007 - New Orleans, LA, United States Duration: May 27 2007 → May 30 2007 |
Keywords
- Global convergence
- Liapunov stability
- MCA/PCA for non-symmetric matrices
- Minor components
- Oja's learning rule
- Principal components