Neural Networks

The Nature of Mathematical Modeling (draft)

  • history diverging, converging
  • curse of dimensionality
  • breadth vs depth
  • actvation functions
  • loss functions
  • back-propagation
  • regularization
  • diverging, disappearing gradients
  • MLP
  • DNN
  • packages
  • Jax
  • XOR
  • CNN
  • RNN

Problems

  1. LFSR