Batch Normalization - EXPLAINED!
What is Batch Normalization? Why is it important in Neural networks? We get into math details too. Code in references.
Follow me on M E D I U M: https://towardsdatascience.com/likeli...
REFERENCES
[1] 2015 paper that introduced Batch Normalization: https://arxiv.org/abs/1502.03167
[2] The paper that claims Batch Norm does NOT reduce internal covariate shift as claimed in [1]: https://arxiv.org/abs/1805.11604
[3] Using BN + Dropout: https://arxiv.org/abs/1905.05928
[4] Andrew Ng on why normalization speeds up training: https://www.coursera.org/lecture/deep...
[5] Ian Goodfellow on how Batch Normalization helps regularization: https://www.quora.com/Is-there-a-theo...
[6] Code Batch Normalization from scratch: https://kratzert.github.io/2016/02/12...
In questa pagina del sito puoi guardare il video online Batch Normalization - EXPLAINED! della durata di ore minuti seconda in buona qualità , che l'utente ha caricato CodeEmporium 09 marzo 2020, condividi il link con amici e conoscenti, su youtube questo video è già stato visto 131,876 volte e gli è piaciuto 4.1 mille spettatori. Buona visione!
