In this paper it is described a method of creation of a neuroprocessor prototype, from high abstraction level to FPGA technology. Most common neuroprocessor architectures are overviewed, and canonical model of the neuroprocessor is created accordingly. Based on the canonical model the serial structure neuroprocessor mathematical model is formed and evaluated. The model is than described in SystemC programming language. In the experimental part, the correct functionality of the neuroprocessor is evaluated and the results of synthesis are analyzed.