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For questions about functioning, applications, structure and improvement of performance of hidden layers in a Neural Network.

Hidden Layers are the layers which lies between the input and the output layers of a Neural Network. The parameters and the implementation details of hidden layers of a Neural Network are generally hidden from an user. Opinions vary about the true functioning, the purpose and the power lent by the hidden layers to the Neural Network.

What does the hidden layer in a neural network compute?