Statements (35)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:convolutional_neural_network
|
| gptkbp:application |
robotics
speech recognition diagnosis image recognition data mining |
| gptkbp:feature |
pattern recognition
clustering unsupervised learning plasticity-stability dilemma solution stable learning of new patterns without forgetting old ones |
| gptkbp:fullName |
Adaptive Resonance Theory neural networks
|
| gptkbp:hasConcept |
resonance
reset mechanism vigilance parameter category learning |
| https://www.w3.org/2000/01/rdf-schema#label |
ART neural networks
|
| gptkbp:introducedIn |
1976
|
| gptkbp:inventedBy |
gptkb:Stephen_Grossberg
|
| gptkbp:notablePublication |
Carpenter, G.A. & Grossberg, S. (1987). ART 2: Self-organization of stable category recognition codes for analog input patterns.
Grossberg, S. (1976). Adaptive pattern classification and universal recoding: I. Parallel development and coding of neural feature detectors. |
| gptkbp:relatedTo |
gptkb:Hebbian_learning
gptkb:self-organizing_maps cognitive science biological neural networks competitive learning |
| gptkbp:type |
unsupervised
supervised (ARTMAP) |
| gptkbp:variant |
ARTMAP
Fuzzy ART ART 1 ART 2 ART 3 |
| gptkbp:bfsParent |
gptkb:Gail_Carpenter
|
| gptkbp:bfsLayer |
6
|