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?
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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 ...
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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 &...
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