Statements (39)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:convolutional_neural_network
unsupervised learning algorithm dimensionality reduction technique data visualization method |
| gptkbp:alsoKnownAs |
self-organizing map
|
| gptkbp:application |
speech recognition
bioinformatics pattern recognition data mining image analysis |
| gptkbp:hasComponent |
lattice structure
neurons weight vectors |
| gptkbp:hasConcept |
competitive learning
neighborhood function topology preservation |
| https://www.w3.org/2000/01/rdf-schema#label |
Kohonen map
|
| gptkbp:input |
high-dimensional data
|
| gptkbp:introducedIn |
1982
|
| gptkbp:inventedBy |
gptkb:Teuvo_Kohonen
|
| gptkbp:openSource |
gptkb:SOM_Toolbox
gptkb:MiniSom gptkb:SOMPY |
| gptkbp:output |
low-dimensional grid
|
| gptkbp:relatedTo |
gptkb:artificial_intelligence
gptkb:machine_learning gptkb:principal_component_analysis vector quantization |
| gptkbp:trainer |
unsupervised
|
| gptkbp:updateRule |
winner-takes-all
neighborhood adaptation |
| gptkbp:usedFor |
gptkb:data_visualization
clustering feature mapping |
| gptkbp:visualizes |
hexagonal lattice
2D grid rectangular lattice |
| gptkbp:bfsParent |
gptkb:Self-Organizing_Map
|
| gptkbp:bfsLayer |
6
|