Abstract
A discussion is presented of the properties of the model in the high-dimensional limit. The authors present results from a Monte Carlo simulation indicating a facilitation of the map-ordering process if the dimensionality of the input space is increased, and they provide a mathematical analysis of the development of localized receptive fields via the input-selection mechanism. The analytical results are compared with data from large-scale simulations using a Connection Machine CM-2, and very good agreement is found.
| Original language | English (US) |
|---|---|
| Title of host publication | IJCNN. International Joint Conference on Neural Networks |
| Publisher | Publ by IEEE |
| Pages | 423-429 |
| Number of pages | 7 |
| State | Published - 1990 |
| Event | 1990 International Joint Conference on Neural Networks - IJCNN 90 Part 3 (of 3) - San Diego, CA, USA Duration: Jun 17 1990 → Jun 21 1990 |
Other
| Other | 1990 International Joint Conference on Neural Networks - IJCNN 90 Part 3 (of 3) |
|---|---|
| City | San Diego, CA, USA |
| Period | 6/17/90 → 6/21/90 |
ASJC Scopus subject areas
- Engineering(all)