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Reversible Spiking Neural P Systems with Astrocytes

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Part of the book series: Communications in Computer and Information Science ((CCIS,volume 472))

Abstract

Spiking neural P systems with astrocytes (SNPA systems, for short) are a class of distributed parallel computing devices inspired from the way neurons communicate by means of spikes. In this work, we investigate the reversibility in SNPA systems as well as the computing power of reversible SNPA systems. It is proved that reversible SNPA systems are universal even if the forgetting rules and the feature of delay in spiking rules are not used, and each neuron contains only one spiking rule. The result suggests that the astrocytes do play a key role in achieving a desired computing power for reversible SNPA systems.

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References

  1. Ionescu, M., Păun, G., Yokomori, T.: Spiking Neural P System. Fund. Inform. 71(2-3), 279–308 (2006)

    MathSciNet  MATH  Google Scholar 

  2. Pan, L., Wang, J., Hoogeboom, H.J.: Spiking Neural P Systems with Astrocytes. Neural Comput. 24(3), 805–825 (2012)

    Article  MathSciNet  MATH  Google Scholar 

  3. Păun, G., Rozenberg, G., Salomaa, A. (eds.): Handbook of Membrane Computing. Oxford Univ. Press (2010)

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  4. Păun, G.: Membrane Computing - An Introduction. Springer, Heidelberg (2002)

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  5. Rozenberg, G., Salomaa, A. (eds.): Handbook of Formal Languages, vol. 3. Springer, Berlin (1997)

    MATH  Google Scholar 

  6. Song, T., Shi, X., Xu, J.: Reversible Spiking Nerual P Systems. Front. Comput. Sci. Chi. 7(3), 350–358 (2013)

    Article  MathSciNet  Google Scholar 

  7. The P system Web Page, http://ppage.psystems.eu

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© 2014 Springer-Verlag Berlin Heidelberg

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Kong, Y., Shi, X., Xu, J., Huang, X. (2014). Reversible Spiking Neural P Systems with Astrocytes. In: Pan, L., Păun, G., Pérez-Jiménez, M.J., Song, T. (eds) Bio-Inspired Computing - Theories and Applications. Communications in Computer and Information Science, vol 472. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-662-45049-9_36

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  • DOI: https://doi.org/10.1007/978-3-662-45049-9_36

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-662-45048-2

  • Online ISBN: 978-3-662-45049-9

  • eBook Packages: Computer ScienceComputer Science (R0)

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