Gradien yang hilang ditelan deep network. Vanishing Gradient.
Tonton ini dulu biar lebih ngerti:
Backpropagation: https://youtu.be/gUo9ESzNoFs
Kenapa pakai non linear? https://youtu.be/lm9Y-bhnnK4
Sumber-sumber:
https://en.wikipedia.org/wiki/Vanishing_gradient_problem
https://towardsdatascience.com/the-vanishing-gradient-problem-69bf08b15484
Skip connection untuk mengurangi vanishing gradient: https://theaisummer.com/skip-connections/
ResNet: https://arxiv.org/pdf/1512.03385.pdf
GoogleNet: https://static.googleusercontent.com/media/research.google.com/en//pubs/archive/43022.pdf
Video oleh Marcella Astrid.
#DeepLearning #Backpropagation #AnakAI
Link buat yang mau nyawer:
saweria.co/marcellaastrid
buymeacoffee.com/marcellaastrid
