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Generate the symbolic expression of a Matlab Neural Network object
This project forked from dgorissen/annexpression
Generate the symbolic expression of a Matlab Neural Network object
Code to generate the symbolic expression of a Matlab Neural Network object. This allows you to use a neural network model without relying on the neural network toolbox. Note I only implemented for feed forward nets (MLPs) and not all possible transfer functions are supported. However, it should be very straightforward to do this. Example: >> net = newff([-1 1; -1 1],[3 1]); >> getNeuralNetExpression(net) ans = (2/(1+exp(-2*((2/(1+exp(-2*(x1*1.728941e+00 + x2*1.700224e+00 + -2.424871e+00)))-1)*-9.045580e-01 + (2/(1+exp(-2*(x1*-2.422662e+00 + x2*-1.034790e-01 + 000000)))-1)*-1.976229e-01 + (2/(1+exp(-2*(x1*2.044171e+00 + x2*1.304364e+00 + 2.424871e+00)))-1)*1.050105e+00 + 000000)))-1) >> Problems/Improvements: Dirk Gorissen <[email protected]>
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