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The paper deals with the design of a new hybrid RISC computer architecture, with the computation driven by a Petri net. A class of Petri nets, suitable for the purpose is proposed within the paper, based on Colored Petri nets. The design of the architecture follows - structure and memory organization, control unit and processing elements. The architecture is implemented using emuStudio emulation platform and its operation is demonstrated by an example at the end of the paper.