In a Convolutional Neural Network (CNN), the operation responsible for reducing the spatial size of the representation and reducing the number of parameters is known as _______.

  • Normalization
  • Padding
  • Pooling
  • Striding
The operation responsible for reducing spatial size and parameters in a CNN is known as "pooling," often max-pooling or average-pooling. Pooling helps in maintaining important features while reducing computational complexity.
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