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error backpropagation

[ˈɛrər ˌbækprɑpəˈɡeɪʃən]
noun
retropropagação de erro
1. A machine learning algorithm used to train artificial neural networks by calculating the gradient of the loss function with respect to each weight by the chain rule, propagating the error backwards through the network layers.
Error backpropagation is the fundamental algorithm used in training deep neural networks.
A retropropagação de erro é o algoritmo fundamental usado no treinamento de redes neurais profundas.
2. The process of computing partial derivatives of the error function through the network in reverse order, from output layer to input layer.
During error backpropagation, gradients flow backwards through the network to update the weights.
Durante a retropropagação de erro, os gradientes fluem para trás pela rede para atualizar os pesos.
Synonyms
backpropagationbackpropreverse-mode automatic differentiation

Regional Variations

General Brazilian
retropropagação de erro
Most common technical term in Brazilian Portuguese
São Paulo
retropropagação de erro
Standard usage in academic and technology sectors
Portugal
retropropagação de erro
Standard European Portuguese usage in machine learning contexts

Related Idioms & Phrases

gradient descent with error backpropagation
backpropagation through time (BPTT)
vanishing gradient problem in backpropagation
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