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Serge · Guest

Hello,

I've designed a NN to solve the following problem and cannot find in the
available literature if this kind of problem was already stated and solved before.

Let y = g(f1(x1), f2(x2), ..., fn(xn), xn+1, xn+2, ..., xN),
where g, f1, f2, ..., fn are arbitrary nonlinear functions.
The network is able to extract the internal signals f1(x1), f2(x2), ..., fn(xn)
and approximate functions f1, f2, ..., fn. Hence it is possible to study
independent influences of x1, x2, ..., xn on y.

Does such a problem already has its name?
What are current approaches to its solution?
Any literature references will be much appreciated!

Thanks!
Serge.


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