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Feed-Forward (Neural) Networks - Why CNN is better than feed forward network?


Feature parameter sharing and dimensionality reduction allow Convolutional Neural Networks (CNNs) to surpass feed-forward networks in performance. By utilizing parameter sharing in CNNs, the computing needs are reduced since the number of parameters is minimized.