I'd like to ask about the feature in Membrain called normalization.
Is it normalization or rather scaling ?
Over there exist many names, best answer would be its formula.
Normalization
Re: Normalization
There you are:klubow wrote:Over there exist many names, best answer would be its formula.
Code: Select all
double actHi = 1;
double actLo;
if ((mActFunction == AF_IDENTICAL) || (mActFunction == AF_TAN_H) ||
(mActFunction == AF_MIN_EUCLID_DIST))
{
actLo = -1;
}
else
{
actLo = 0;
}
double m = (actHi - actLo) / (mNormHi - mNormLo);
double c = actLo - m * mNormLo;
return (m * value + c);
What is returned is the MemBrain internal normalized activation for the neuron.
Does that help?
Regards
Thomas Jetter
Re: Normalization
So it is rather scaling.
Thank you for your prompt answer
Thank you for your prompt answer