What is the main difference between a shallow neural network and a deep neural network?

  • Activation Function
  • Learning Rate
  • Number of Layers
  • Number of Neurons
The main difference between a shallow neural network and a deep neural network is the 'number of layers.' Shallow networks have only a few layers, while deep networks have many hidden layers.
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