Presuming have the Stat Toolbox, ninfit makes it pretty simple directly...
If you write
where coeff0 is an initial guess/estimate for the coefficients a and b
Alternatively, the above form can be linearized by log transformation into
which can be solved by OLS for coefficients in transformed space.