Neural Networks Practice

Practice forward computation, backpropagation, activation behavior, and parameter counting.

Recommended resources

Instructions

  1. Draw the scalar computational graph for backpropagation.

Ordered items

  1. Forward pass and backpropagationNeural Networks · 8 min
  2. Dense-network parameter countNeural Networks · 4 min
  3. Neural-network knowledge checkNeural Networks · 10 min

Completion

Compute one forward and backward pass and count parameters by layer.