Engineering, 19.11.2019 07:31 keke6361

Suppose you have a neural network with linear activation functions. that is, for each unit the output is some constant c times the weighted sum of the inputs. a. assume the network has one hidden layer. for a given assignment of the weights w, write down equations for the value of the units in the output layer as a function of w and the input layer x, without any explicit mention of the output of the hidden layer. show that there is a network with no hidden units that computes the same function. b. repeat the previous calculation, but this time for a network with any number of hidden layers.

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Suppose you have a neural network with linear activation functions. that is, for each unit the outpu...