Passer au contenu principal

Accueil / Vocabulary of natural language processing (POC)

Vocabulary of natural language processing (POC)

... > artificial intelligence > machine learning > machine learning approach > supervised learning > backpropagation

Terme préférentiel

backpropagation

A gradient estimation technique used in supervised machine learning which consists in updating the weights of the neural network by iteratively propagating the error backward from the output layer to the input layer and then minimize the difference between the predicted and actual output. The backpropagation algorithm is used in image, speech, and pattern recognition as well as classification.

supervised learning

backprop
backward propagation of errors
BP
error back propagation
error feedback propagation
feedback propagation

The term back-propagation is often misunderstood as meaning the whole learning algorithm for multilayer neural networks. Backpropagation refers only to the method for computing the gradient, while other algorithms, such as stochastic gradient descent, is used to perform learning using this gradient. (Goodfellow et al., 6.5 Back-Propagation and Other Differentiation Algorithms, Deep Learning, 2016)

rétropropagation

français
rétropropagation d'erreur
rétropropagation d'erreurs
rétropropagation de l'erreur
rétropropagation des erreurs

URI

http://data.loterre.fr/ark:/67375/8LP-M7H9HK89-Z

Télécharger ce concept :

RDF/XML TURTLE JSON-LD Dernière modification le 02/05/2024