Actually I want to identify a system represented by linear equation using a neural network. I want to use gradient descent as my update rule.

Actually I want to identify a system represented by linear equation using a neural network. I want to use gradient descent as my update rule.

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What, exactly, do you mean by "identify" ?
No problem if you have the NN Toolbox: Just use [] for number of hidden units.
But why not use one of the linear models?
Greg

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