Abstract
Some insights on the convergence of the weight values of the self-organizing map (SOM) to a stationary state in the case of discrete input are provided. The convergence result is obtained by applying the Robbins-Monro algorithm and is applicable to input-output maps of any dimension.
Original language | English (US) |
---|---|
Pages (from-to) | 807-814 |
Number of pages | 8 |
Journal | Neural Computation |
Volume | 10 |
Issue number | 4 |
DOIs | |
State | Published - May 15 1998 |
ASJC Scopus subject areas
- Arts and Humanities (miscellaneous)
- Cognitive Neuroscience