TERMIUM Plus®

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SINGLE-LAYER LINEAR THRESHOLD NETWORK [1 record]

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Record 1 1992-10-16

English

Subject field(s)
  • Artificial Intelligence
CONT

Since the set of stimulus patterns is not linearly independent, this is a discrimination that can never be made by a simple linear model and cannot be done in a single step by any network of linear threshold units.

French

Domaine(s)
  • Intelligence artificielle
CONT

Les perceptrons élémentaires sont des machines à règle de décision linéaire, partageant l'espace des motifs d'activation en deux classes séparées par un hyperplan de l'espace à m dimensions. Ils ne sont donc capable d'apprendre que des classifications linéairement séparables.

Spanish

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