Abstract
Spiking neural P systems with astrocytes (SNPA systems, for short) are a class of distributed parallel computing devices inspired from the way spikes pass through the synapses between the neurons. In this work, we investigate the language generation power of SNPA systems. Specifically, we prove that SNPA systems without the forgetting rules can generate recursively enumerable languages and characterize regular languages. Furthermore, we give a finite language that can be generated by SNPA systems, but which cannot be generated by spiking neural P systems without astrocytes. These results show that astrocyte is a powerful ingredient for generating languages by spiking neural P systems.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Chen, H., Freund, R., Ionescu, M., Păun, G., Pérez-Jiménez, M.J.: On String Languages Generated by Spiking Neural P Systems. Fund. Inform. 75(1-4), 141–162 (2007)
Ionescu, M., Păun, G., Yokomori, T.: Spiking Neural P Systems. Fund. Inform. 71(2-3), 279–308 (2006)
Song, T., Pan, L., Păun, G.: Asynchronous Spiking Neural P Systems with Local Synchronization. Information Sciences 219, 197–207 (2013)
Pan, L., Wang, J., Hoogeboom, H.J.: Spiking Neural P Systems with Astrocytes. Neural Comput. 24(3), 805–825 (2012)
Păun, G.: Membrane Computing: An Introduction. Springer, Berlin (2002)
Păun, G., Rozenberg, G., Salomaa, A. (eds.): Handbook of Membrane Computing. Oxford University Press (2010)
Rozenberg, G.: Handbook of Formal Languages: Word, Language, Grammer, vol. 1. Springer (1997)
The P system Web Page, http://ppage.psystems.eu
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2014 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Kong, Y., Zhang, Z., Liu, Y. (2014). On String Languages Generated by 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_37
Download citation
DOI: https://doi.org/10.1007/978-3-662-45049-9_37
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)