Machine learning

Dilatirana konvolucijska neuronska mreža (CNN)

Dilatirana CNN je jednodimenzionalna konvolucijska mreža čije se recepcijsko polje eksponencijalno povećava s dubinom, omogućujući joj modeliranje dugoročne strukture u vremenskim serijama i audio signalima. WaveNet (van den Oord et al., 2016) i Temporalna konvolucijska mreža Baija, Koltera i Koltuna (2018) istaknuti su članovi ove obitelji.

Otvorite u MethodMindUskoroVideoUskoroDownload slides

Pročitajte cijelu metodu

Samo za članove

Prijavite se besplatnim računom kako biste pročitali ovaj odjeljak.

Prijavite se

Method map

The neighbourhood of related methods — select a node to explore.

Izvori

  1. van den Oord, A. et al. (2016). WaveNet: A Generative Model for Raw Audio. arXiv. link
  2. Bai, S., Kolter, J.Z. & Koltun, V. (2018). An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling. arXiv:1803.01271. link

Kako citirati ovu stranicu

ScholarGate. (2026, June 1). Dilated Convolutional Network (WaveNet / Temporal Convolutional Network). ScholarGate. https://scholargate.app/hr/deep-learning/dilated-cnn

Which method?

Set this method beside its closest kin and read them side by side — the library lays the books on the table; the choice is yours.

Compare side by side

Citirana u

ScholarGateDilated CNN (Dilated Convolutional Network (WaveNet / Temporal Convolutional Network)). Preuzeto 2026-06-15 s https://scholargate.app/hr/deep-learning/dilated-cnn · Skup podataka: https://doi.org/10.5281/zenodo.20539026