Extending Simulation of Asynchronous Spiking Neural P Systems in P–Lingua

• Autorzy: Macías-Ramos L. F. , Pérez-Jiménez M. J. , Song T. , Pan L.

Identyfikatory

DOI

10.3233/FI-2015-1156

• Języki publikacji: EN

Abstrakty

EN

Spiking neural P systems (SN P systems for short) are a class of neural-like computing models in the framework of membrane computing. Inspired by the neurophysiological structure of the brain, SN P systems have been extended in various ways. P–Lingua is a standard language for the definition of P systems, where pLinguaCore library provides particular implementations of parsers and simulators for the models specified in P–Lingua. A support for simulating SN P systems in P–Lingua was introduced recently and soon expanded to cover further features of these systems. In this paper, we present an extension of P–Lingua related to asynchronous SN P systems, in order to incorporate simulation capabilities for limited asynchronous SN P systems and asynchronous SN P systems with local synchronization.

Słowa kluczowe

EN

membrane computing; spiking neural P system; asynchronous mode; P-Lingua

• Wydawca: IOS Press
• Czasopismo: Fundamenta Informaticae
• Rocznik: 2015
• Tom: Vol. 136, nr 3
• Strony: 253--267
• Opis fizyczny: Bibliogr. 10 poz., tab.

Twórcy

autor

Macías-Ramos L. F.

• Research Group on Natural Computing Department of Computer Science and Artificial Intelligence University of Sevilla Avda. Reina Mercedes s/n. 41012 Sevilla, Spain

autor

Pérez-Jiménez M. J.

• Research Group on Natural Computing Department of Computer Science and Artificial Intelligence University of Sevilla Avda. Reina Mercedes s/n. 41012 Sevilla, Spain

autor

Song T.

• Key Laboratory of Image Information Processing and Intelligent Control School of Automation Huazhong University of Science and Technology Wuhan 430074, Hubei, China

autor

Pan L.

• Key Laboratory of Image Information Processing and Intelligent Control School of Automation Huazhong University of Science and Technology Wuhan 430074, Hubei, China

Bibliografia

• [1] Cavaliere, M., Egecioglu, M., Ibarra, O.H., Ionescu, M., Păun, Gh., Woodworth, S.: Asynchronous spiking neural P systems: Decidability and undecidability. Lecture Notes in Computer Science vol. 4848, pp. 246–255 (2007)
• [2] García-Quismondo, M., Gutiérrez-Escudero, R., Pérez-Hurtado, I., Pérez-Jiménez, M.J., Riscos-Núñez, A.: An overview of P-Lingua 2.0. Lecture Notes in Computer Science. vol. 5957, pp. 264–288 (2010)
• [3] Ionescu,M., Păun, Gh., Yokomori, T.: Spiking neural P Systems. Fundamenta Informaticae 71(2-3), 279–308 (2006)
• [4] 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. Lecture Notes in Computer Science vol. 7184, pp. 257–281 (2012)
• [5] Macías-Ramos, L.F., Pérez-Jiménez, M.J.: Spiking Neural P Systems with Functional Astrocytes. Lecture Notes in Computer Science vol. 7762, pp. 228–242 (2013)
• [6] Macías-Ramos, L.F., Pérez-Jiménez,M.J.: On recent developments in P-Lingua based simulators for spiking neural P systems. In. Pre-proceedings of The Asian Conference of Membrane Computing, pp. 14–29 (2012)
• [7] Pan, L.,Wang, J., Hoogeboom, H.J.: Limited asynchronous spiking neural P systems. Fundamenta Informaticae 110(1-4), 271–293 (2011)
• [8] Păun, Gh.: Membrane computing: An introduction. Springer Verlag (2002)
• [9] Păun, Gh., Rozenberg, Gh., Salomaa, A. eds.: The Oxford Handbook of Membrane Computing. Oxford University Press, Inc., New York, USA (2010)
• [10] Song, T., Pan, L., Păun, Gh.: Asynchronous spiking neural P systems with local synchronization. Information Sciences 219, 197–207 (2013)