• DocumentCode
    3601334
  • Title

    On the Universality of Axon P Systems

  • Author

    Xingyi Zhang ; Linqiang Pan ; Paun, Andrei

  • Author_Institution
    Key Lab. of Intell. Comput. & Signal Process., Anhui Univ., Hefei, China
  • Volume
    26
  • Issue
    11
  • fYear
    2015
  • Firstpage
    2816
  • Lastpage
    2829
  • Abstract
    Axon P systems are computing models with a linear structure in the sense that all nodes (i.e., computing units) are arranged one by one along the axon. Such models have a good biological motivation: an axon in a nervous system is a complex information processor of impulse signals. Because the structure of axon P systems is linear, the computational power of such systems has been proved to be greatly restricted; in particular, axon P systems are not universal as language generators. It remains open whether axon P systems are universal as number generators. In this paper, we prove that axon P systems are universal as both number generators and function computing devices, and investigate the number of nodes needed to construct a universal axon P system. It is proved that four nodes (respectively, nine nodes) are enough for axon P systems to achieve universality as number generators (respectively, function computing devices). These results illustrate that the simple linear structure is enough for axon P systems to achieve a desired computational power.
  • Keywords
    biocomputing; biological motivation; computational power; computing units; function computing devices; impulse signals; linear structure; number generators; universal axon P system; Biomembranes; Computational modeling; Generators; Nerve fibers; Registers; Tin; Axon P system; bioinspired computing; membrane computing; neural-like computation; universality; universality.;
  • fLanguage
    English
  • Journal_Title
    Neural Networks and Learning Systems, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    2162-237X
  • Type

    jour

  • DOI
    10.1109/TNNLS.2015.2396940
  • Filename
    7038217