Granted, however this approach does not require that constant-one input either.

> There isn't much difference between weights of a linear sum and coefficients of a function.

Yes, the trained function coefficients of this approach are the equivalent to the trained weights of MLP. Still this approach does not require the globally uniform activation function of MLP.