Name
Abstract | ||
|---|---|---|
This work describes a parallel implementation of a distinctly different concept in self-organizing maps (SOMs)—processing of the input as a whole, in parallel, via neurons attracted to cover regions of the input space rather than single input instances. The algorithm is analyzed from the perspective of its parallelism and a simple multi-machine concept is utilized to demonstrate the parallel natur... |
Year | DOI | Venue |
|---|---|---|
2010 | 10.1093/comjnl/bxp065 | The Computer Journal |
Keywords | Field | DocType |
self-organizing maps,growing neural networks,parallelism | Cellular architecture,Applications architecture,Computer science,Distributed computing,Parallel architecture | Journal |
Volume | Issue | ISSN |
53 | 6 | 0010-4620 |
Citations | PageRank | References |
2 | 0.47 | 0 |
Authors | ||
4 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Iren Valova | 1 | 136 | 25.44 |
| Derek Beaton | 2 | 47 | 5.52 |
| Daniel MacLean | 3 | 113 | 11.82 |
| John Hammond | 4 | 2 | 0.47 |