@prefix owl: <http://www.w3.org/2002/07/owl#> .
@prefix skos: <http://www.w3.org/2004/02/skos/core#> .
@prefix dc: <http://purl.org/dc/terms/> .
@prefix xsd: <http://www.w3.org/2001/XMLSchema#> .

<http://data.loterre.fr/ark:/67375/8LP> a owl:Ontology, skos:ConceptScheme .
<http://data.loterre.fr/ark:/67375/8LP-QS6282WL-1>
  a skos:Concept ;
  skos:example "Adding layer normalization after the embedding layer incurs a significant penalty on zero-shot generalization. (Le Scao, Wang, Hesslow, Bekman, Bari, Biderman, Elsahar, Muennighoff, Phang, Press, Raffel, Sanh, Shen, Sutawika, Tae, Yong, Launay & Beltagy, 2022)"@en, "The results show that layer normalization has no visible impact on MNIST. (Aji & Heafield, 2017)"@en ;
  skos:hiddenLabel "Layer normalization"@en, "Normalisation des couches"@fr ;
  skos:broader <http://data.loterre.fr/ark:/67375/8LP-F57RFHS1-K> ;
  dc:modified "2024-06-14T11:41:53"^^xsd:dateTime ;
  skos:prefLabel "normalisation des couches"@fr, "layer normalization"@en ;
  skos:definition "Technique employée pour stabiliser le processus d'apprentissage dans les réseaux de neurones profonds en normalisant l'activation des neurones à chaque couche."@fr, "A deep learning technique used to normalize the activations of neurons within each layer of a neural network independently in order to stabilize the training process and improve the performance of the neural network. (Based on Mudadla, Layer Normalization, on medium.com, 2023)"@en ;
  skos:inScheme <http://data.loterre.fr/ark:/67375/8LP> .

<http://data.loterre.fr/ark:/67375/8LP-F57RFHS1-K>
  skos:prefLabel "deep learning"@en, "apprentissage profond"@fr ;
  a skos:Concept ;
  skos:narrower <http://data.loterre.fr/ark:/67375/8LP-QS6282WL-1> .