The invention belongs to the technical field of processors, and particularly relates to a hybrid computing device based on memristor in-memory processingmemory internal processing of a memristor. Thehybrid computing device comprises a general processing core, an instruction memory, a memristor-based data memory with memory internal processing, input equipment and output equipment, the generaluniversal processing core comprises a basic computer controller and a basic computer arithmetic unit; the instruction memory is a conventional memory for storing program instructions; wherein the memristor-based data memory with memory internal processing is a data memory capable of realizing a specific logic function; and the input and output equipment is input and output equipment required by the system. According to the hybrid computing device, a system data path and control logic are redesigned, some data can be processed in a memory array or near the memory array, data transmitted through a bus is remarkably reduced, and therefore power consumption is reduced, and performance is improved.