/vclab

Primary LanguageJupyter NotebookMIT LicenseMIT

References

Neural Network 101

  • LeCun, Yann A., et al. "Efficient backprop." Neural networks: Tricks of the trade. Springer Berlin Heidelberg, 2012. 9–48.

Universal Approximability

Activation Function

Optimization Algorithm

Vanishing Gradient Problem

Oversampling