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
Link To Document :
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