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Concept information

method of artificial intelligence > neural network architecture > deep neural network > convolutional neural network

PREFERRED TERM

convolutional neural network  

DEFINITION(S)

  • type of feed-forward neural network, in which the connection architecture between neurons is bio-inspired by the neurons of the visual cortex, which are arranged so that they correspond to overlapping regions in the pooling of the visual field. The idea of convolution, a classic idea in signal processing, generalizes the notion of the moving average, a type of statistical mean used to analyze ordered series of data by removing transient fluctuations so as to highlight general trends. (Source: translated from https://ia.gdria.fr/Glossaire/reseau-de-neurones-convolutif/ )

BROADER CONCEPT(S)

SYNONYM(S)

  • CNN
  • ConvNet

IN OTHER LANGUAGES

URI

http://data.loterre.fr/ark:/67375/23L-S6GBFHTZ-N

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