Abstract
The storage capacity of a Q-state Hopfield network is determined via finite-size scaling for parallel dynamics and Q<or=8. The results are in good agreement with theoretical predictions by Rieger. The basins of attraction and other associative memory properties are discussed for Q=4, 6. A self-controlling Q-state model with improved basins of attraction is proposed.
| Original language | English |
|---|---|
| Article number | 019 |
| Pages (from-to) | 5919-5929 |
| Number of pages | 11 |
| Journal | Journal of Physics A: Mathematical and General |
| Volume | 25 |
| Issue number | 22 |
| DOIs | |
| Publication status | Published - 1992 |
ASJC Scopus subject areas
- Statistical and Nonlinear Physics
- Mathematical Physics
- Physics and Astronomy(all)