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forward propagation

[ˈfɔrwərd ˌprɑpəˈɡeɪʃən]
noun
propagação direta
1. In neural networks, the process of computing the output of a network by passing input data through each layer sequentially from input to output layer
During forward propagation, each neuron multiplies inputs by weights and applies an activation function.
Durante a propagação direta, cada neurônio multiplica entradas por pesos e aplica uma função de ativação.
2. The initial phase in the training of a neural network where data flows in one direction through the network
Forward propagation must be completed before backpropagation can calculate gradients.
A propagação direta deve ser concluída antes que a retropropagação possa calcular os gradientes.
Synonyms
forward passfeedforward pass
Antonyms
backpropagationbackward propagation

Regional Variations

General Brazilian
propagação direta
Standard term used in Brazilian academic and technical contexts
General Brazilian
propagação para frente
Alternative literal translation, less commonly used
Portugal
propagação direta
Preferred term in Portuguese academic literature
Portugal
propagação para a frente
Alternative form used in some technical documentation
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