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Convolutional Neural Networks are a type of neural network in which only subsets of possible connections between layers exist to create overlapping regions. They are commonly used for visual tasks.

1 vote

How to propagate error from convolutional layer to previous layer?

Looks like the question is more about, how to propagate error through pooling layer. You can find the answer here for max-pooling: https://datascience.stackexchange.com/questions/11699/backprop-thro …
Rakesh Chalasani's user avatar
3 votes

overtrain the CNN?

CNN, like any other neural network, overfits to the training data if it is trained for too long on the same training dataset. The purpose of the validation set is to stop training when performance on …
Rakesh Chalasani's user avatar