TERMIUM Plus®

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RBF [1 record]

Record 1 - external organization data 2006-01-18

English

Subject field(s)
  • Compartment - ISO/IEC JTC 1 Information Technology Vocabulary
Universal entry(ies)
34.03.14 (2382)
ISO/IEC standard entry number
DEF

activation function that is centered at a point specified by the connection weight vector and whose position and width are adjusted by learning

OBS

In a radial basis function network, the radial basis functions are the activation functions of the hidden neurons, and constitute a basis set to represent the patterns.

OBS

A radial basis function has a maximum or a minimum, in contrast with the usual activation functions that are monotonic. The most used radial basis function is the Gaussian function.

OBS

radial basis function; RBF: term, abbreviation and definition standardized by ISO/IEC [ISO/IEC 2382-34:1999].

French

Domaine(s)
  • Tiroir - ISO/CEI JTC 1 Vocabulaire des technologies de l'information
Entrée(s) universelle(s)
34.03.14 (2382)
ISO/IEC standard entry number
DEF

fonction d'activation qui est centrée en un point déterminé par le vecteur des poids synaptiques et dont la position et la largeur sont ajustées par apprentissage

OBS

Dans un réseau à fonctions de base radiale, les fonctions de base radiales sont les fonctions d'activation des neurones cachés et constituent une base pour représenter les formes.

OBS

Une fonction de base radiale a un maximum ou un minimum, contrairement aux fonctions d'activation usuelles qui sont monotones. La fonction de base radiale la plus employée est la fonction gaussienne.

OBS

fonction de base radiale : terme et définition normalisés par l'ISO/CEI [ISO/IEC 2382-34:1999].

Spanish

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