Abstract: Computer has entered into the era of multi-processor structure. However, multicore puts us on the wrong side of the wall. The memory address parameters introduce extra-redundant, decrease system efficiency. This paper proposed a new kind of model by considering intelligent processes as a transformation on information. This model unifies the VonNeumann machine program and neural network transformation. hhe paper analysed the similarities and differences of these two process and proposed a computer system based on micro-kernel architecture and diverted into Voneumann or neural transform according to the maturity and speed requirement. Irritating biological organism intellect, this kind of computer, serves as a tool for human beings. Professor Eugenio Culurciello of Yale, with Yann LcCun of NYLJ, presented a high performance Embedded computer, NcuFlow, on HPEC workshop 2010-9-15 in Boston, its system architecture concepts are quire similar to the Pseudo-Organic computer proposed in this paper.

Key words: Pseudo-orgaruc computer, System architecture, Turing machine, Von neumann machine, Neural network, Information transfer