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Questions tagged [forward-pass]

For questions about the "forward pass" algorithm of a neural network, i.e. the algorithm that transforms the input into the output of the neural network.

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What is the time complexity of the forward pass algorithm of a feedforward neural network?

How do I determine the time complexity of the forward pass algorithm of a feedforward neural network? How many multiplications are done to generate the output?
Artificial's user avatar
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1 answer
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What is the computational complexity of the forward pass of a convolutional neural network?

How do I determine the computational complexity (big-O notation) of the forward pass of a convolutional neural network? Let's assume for simplicity that we use zero-padding such that the input size ...
mftgk's user avatar
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Are my computations of the forward and backward pass of a neural network with one input, hidden and output neurons correct?

I have computed the forward and backward passes of the following simple neural network, with one input, hidden, and output neurons. Here are my computations of the forward pass. \begin{align} net_1 &...
Eka's user avatar
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