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adaptive resonance theory [2 records]

Record 1 1994-05-19

English

Subject field(s)
  • Artificial Intelligence
  • Computers and Calculators
DEF

Theory in which top-down learned expectations focus attention upon bottom-up information in a way that protects previously learned memories from being washed away by new learning, and enables new learning to be automatically incorporated into the total knowledge base of the system in a globally self-consistent way.

French

Domaine(s)
  • Intelligence artificielle
  • Ordinateurs et calculateurs
DEF

Théorie utilisant le retour de la couche de sortie sur la couche d'entrée pour assurer une classification consistante. Le motif d'entrée active un motif de la couche de sortie qui renvoie en projection sur la couche d'entrée le motif prototype du groupe gagnant.

OBS

Vocabulaire Rint-Nouvelles Technologies de l'information, 1994.

Spanish

Save record 1

Record 2 1992-10-16

English

Subject field(s)
  • Artificial Intelligence
CONT

One of the key computational ideas rigorously demonstrated within the adaptive resonance theory is that top-down learned expectations focus attention upon bottom-up information in a way that protects previously learned memories from being washed away by new learning, and enables new learning to be automatically incorporated into the total knowledge base of the system in a globally self-consistent way.

French

Domaine(s)
  • Intelligence artificielle
CONT

La théorie de la résonance adaptative (ART) utilise le retour de la couche de sortie sur la couche d'entrée pour assurer une classification consistante. Le motif d'entrée active un motif de la couche de sortie qui renvoie en projection sur la couche d'entrée le motif prototype du groupe gagnant.

Spanish

Save record 2

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