Methods and apparatus are provided for efficiently implementing signal processing cores as application specific processors. A signal processing core, such as a Fast Fourier Transform (FFT) core or a Finite Impulse Response (FIR) core includes a data path and a control path. A control path is implemented using processor components to increase resource efficiency. Both the data path and the control path can be implemented using function units that are selected, parameterized, and interconnected. A variety of signal processing algorithms can be implemented on the same application specific processor.