Neural Nets with Constraints

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Steven Ramsey
Steven Ramsey on 12 Apr 2015
Answered: Greg Heath on 23 Apr 2015
Is it possible to constrain or restrict the parameter estimates of a neural net? I.e., IW(1,1) = 1, >0, etc. etc.?

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Accepted Answer

Greg Heath
Greg Heath on 23 Apr 2015
It could be done but that would require modifying code to the point where it is too complicated and slow. For example, stop after every epoch and set a subset of weights to specified constant values.
YUCK!
Greg

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