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Vocabulary of natural language processing (POC)

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Concept information

... > NLP methods and tools > artificial intelligence > machine learning > machine learning model > neural networks model > deep neural network > residual connection

Preferred term

residual connection  

Definition

  • A technique used to facilitate the optimization of deep neural networks by connecting the output of one layer to the input of a later layer, skipping one or more layers in between, which enables better flow of information through the network. (Liu et al., Rethinking Skip Connection with Layer Normalization, 2020)

Broader concept

Entry terms

  • skip connection

In other languages

URI

http://data.loterre.fr/ark:/67375/8LP-C1M2Z3B5-P

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