X Lab

Any sufficiently advanced technology is indistinguishable from magic.

AeroX's avatar AeroX

CS231n: Convolutional Neural Networks for Visual Recognition

Loss Functions and Optimization

Linear classification II

Higher-level representations, image features

Optimization, stochastic gradient descent

Introduction to Neural Networks

  • Backpropagation
  • Multi-layer Perceptrons
  • The neural viewpoint