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Spiking Neural P Systems with Functional Astrocytes

  • Conference paper
Membrane Computing (CMC 2012)

Part of the book series: Lecture Notes in Computer Science ((LNTCS,volume 7762))

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Abstract

Spiking Neural P Systems (SN P Systems, for short) is a developing field within the universe of P Systems. New variants arise constantly as the study of their properties, such as computational completeness and computational efficiency, grows. Variants frequently incorporate new ingredients into the original model inspired by real neurophysiological structure of the brain. Astrocytes are one of the elements existing in that structure. Also known collectively as astroglia, astrocytes are characteristic star-shaped glial cells in the brain and spinal cord. In this paper, a new variant of Spiking Neural P Systems incorporating astrocytes is introduced. These astrocytes are modelled as computing devices capable of performing function computation in a single computation step. In order to experimentally study the action of Spiking Neural P Systems with astrocytes, it is necessary to develop software providing the required simulation tools. Within this trend, P–Lingua offers a standard language for the definition of P Systems. Part of the same software project, pLinguaCore library provides particular implementations of parsers and simulators for the models specified in P–Lingua. Along with the new SN P System variant with astrocytes, an extension of the P–Lingua language allowing definition of these systems is presented in this paper, as well as an upgrade of pLinguaCore, including a parser and a simulator that supports the aforementioned variant.

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References

  1. Araque, A., Parpura, V., Sanzgiri, R.P., Haydon, P.G.: Tripartite synapses: glia, the unacknowledged partner. Trends in Neuroscience 22(5), 208–215 (1999)

    Article  Google Scholar 

  2. Binder, A., Freund, R., Oswald, M., Vock, L.: Extended spiking neural P Systems with excitatory and inhibitory astrocytes. In: Proceedings of the 8th Conference on 8th WSEAS International Conference on Evolutionary Computing, EC 2007, vol. 8, pp. 320–325. World Scientific and Engineering Academy and Society (WSEAS), Stevens Point (2007)

    Google Scholar 

  3. Chen, H., Freund, R., Ionescu, M., Păun, G., Pérez-Jiménez, M.J.: On string languages generated by spiking neural P Systems. Fundam. Inform. 75(1-4), 141–162 (2007)

    MATH  Google Scholar 

  4. Chen, H., Ionescu, M., Isdorj, T.O.: On the efficiency of spiking neural P Systems. In: Proceedings of the 8th International Conference on Electronics, Information, and Communication, Ulanbator, Mongolia, pp. 49–52 (06 2006)

    Google Scholar 

  5. Chen, H., Ionescu, M., Ishdorj, T.O., Păun, A., Păun, G., Pérez-Jiménez, M.J.: Spiking neural P Systems with extended rules: universality and languages. Natural Computing 7(2), 147–166 (2008)

    Article  MathSciNet  MATH  Google Scholar 

  6. Congrace Developer Team: The exp4j website, http://projects.congrace.de/exp4j/

  7. Díaz-Pernil, D., Pérez-Hurtado, I., Pérez-Jiménez, M.J., Riscos-Núñez, A.: A P-Lingua Programming Environment for Membrane Computing. In: Corne, D.W., Frisco, P., Păun, G., Rozenberg, G., Salomaa, A. (eds.) WMC 2008. LNCS, vol. 5391, pp. 187–203. Springer, Heidelberg (2009)

    Chapter  Google Scholar 

  8. García-Quismondo, M., Gutiérrez-Escudero, R., Pérez-Hurtado, I., Pérez-Jiménez, M.J., Riscos-Núñez, A.: An Overview of P-Lingua 2.0. In: Păun, G., Pérez-Jiménez, M.J., Riscos-Núñez, A., Rozenberg, G., Salomaa, A. (eds.) WMC 2009. LNCS, vol. 5957, pp. 264–288. Springer, Heidelberg (2010)

    Chapter  Google Scholar 

  9. Haydon, P.G.: Glia: listening and talking to the synapse. Nature Reviews Neuroscience 2(3), 185–193 (2001)

    Article  Google Scholar 

  10. Ionescu, M., Păun, G., Yokomori, T.: Spiking neural P Systems. Fundam. Inform. 71(2-3), 279–308 (2006)

    MATH  Google Scholar 

  11. Macías–Ramos, L.F., Pérez–Hurtado, I., García–Quismondo, M., Valencia–Cabrera, L., Pérez–Jiménez, M.J., Riscos–Núñez, A.: A P–Lingua Based Simulator for Spiking Neural P Systems. In: Gheorghe, M., Păun, G., Rozenberg, G., Salomaa, A., Verlan, S. (eds.) CMC 2011. LNCS, vol. 7184, pp. 257–281. Springer, Heidelberg (2012)

    Chapter  Google Scholar 

  12. Pan, L., Păun, G.: Spiking neural P Systems with anti-spikes. International Journal of Computers, Communications and Control IV, 273–282 (09 2009)

    Google Scholar 

  13. Pan, L., Păun, G., Pérez-Jiménez, M.J.: Spiking neural P Systems with neuron division and budding. Science China Information Sciences 54(8), 1596–1607 (2011)

    Article  MathSciNet  Google Scholar 

  14. Pan, L., Wang, J., Hoogeboom, H.J.: Asynchronous Extended Spiking Neural P Systems with Astrocytes. In: Gheorghe, M., Păun, G., Rozenberg, G., Salomaa, A., Verlan, S. (eds.) CMC 2011. LNCS, vol. 7184, pp. 243–256. Springer, Heidelberg (2012)

    Chapter  Google Scholar 

  15. Păun, A., Păun, G.: Small universal spiking neural P Systems. Biosystems 90(1), 48–60 (2007)

    Article  Google Scholar 

  16. Păun, G.: Computing with membranes (P Systems): An introduction. In: Current Trends in Theoretical Computer Science, pp. 845–866 (2001)

    Google Scholar 

  17. Păun, G.: Spiking neural P Systems with astrocyte-like control. J. UCS 13(11), 1707–1721 (2007)

    MathSciNet  Google Scholar 

  18. Păun, G., Rozenberg, G., Salomaa, A.: The Oxford Handbook of Membrane Computing. Oxford University Press, Inc., New York (2010)

    Book  MATH  Google Scholar 

  19. Research Group on Natural Computing, University of Seville: The p–lingua website, http://www.p-lingua.org

  20. Wang, J., Hoogeboom, H.J., Pan, L., Păun, G., Pérez-Jiménez, M.J.: Spiking neural P Systems with weights. Neural Comput. 22(10), 2615–2646

    Google Scholar 

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Macías-Ramos, L.F., Pérez-Jiménez, M.J. (2013). Spiking Neural P Systems with Functional Astrocytes. In: Csuhaj-Varjú, E., Gheorghe, M., Rozenberg, G., Salomaa, A., Vaszil, G. (eds) Membrane Computing. CMC 2012. Lecture Notes in Computer Science, vol 7762. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-36751-9_16

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  • DOI: https://doi.org/10.1007/978-3-642-36751-9_16

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-36750-2

  • Online ISBN: 978-3-642-36751-9

  • eBook Packages: Computer ScienceComputer Science (R0)

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