I have a multilayer Neural Network with 1 layer of hidden - z units,
input layer - x units and output layer - y units. I have a question, Can
I divide the NN into 2 new ones as:
Can I divide it? Please, help me.
Thank You very much.
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Not if you want to keep the exact same behavior. Each output node could
potentially depend on all the hidden nodes, so while you could split the
output layer into two networks (duplicating the input and hidden
layers), you can’t split the hidden layer without (potentially) changing
That said, if each output node depends only weakly on some of the hidden
layer nodes, it might be possible to split it while changing the
behavior only slightly.
My output units are large and they are independent groups. Can I split
What do you mean by “large” and “independent groups”?
While I have never used neural networks, I am very interested in AI and
have read a bit about them. Could you possibly plug what you want to
divide into another NN as the input? Just a possibility that I thought
might work, sorry if it is of no use, like I said I have no real
knowledge on using them just theorectical knowledge, I guess as what you
could call it.
I think I had a mistake. Thank you for help.