Sancheeta Kaushal

Musings of my world

Strong convictions precede great actions.


Notes for Deep Learning STAT 946

Lesson 6:

  • Network with atleast one convolutional layer
  • Three stages
    • Convolution function (Discrete Convolution)
    • Detection Eg. ReLU
    • Pooling
  • Convolution vs Cross Corelation (Replace + by - in convolution)
  • Convolved Feature or Feature Map - captures features in image similar to kernel
  • Sharing parameters
  • Making the network sparse