Turing Universality of Weighted Spiking Neural P Systems with Anti-spikes

Date
2020-09-17
Authors
Ren, Qianqian
Liu, Xiyu
Sun, Minghe
Journal Title
Journal ISSN
Volume Title
Publisher
Hindawi
Abstract

Weighted spiking neural P systems with anti-spikes (AWSN P systems) are proposed by adding anti-spikes to spiking neural P systems with weighted synapses. Anti-spikes behave like spikes of inhibition of communication between neurons. Both spikes and anti-spikes are used in the rule expressions. An illustrative example is given to show the working process of the proposed AWSN P systems. The Turing universality of the proposed P systems as number generating and accepting devices is proved. Finally, a universal AWSN P system having 34 neurons is proved to work as a function computing device by using standard rules, and one having 30 neurons is proved to work as a number generator.

Description
Keywords
Citation
Ren, Q., Liu, X., & Sun, M. (2020). Turing Universality of Weighted Spiking Neural P Systems with Anti-spikes. Computational Intelligence and Neuroscience, 2020, 8892240. doi:10.1155/2020/8892240
Department
Management Science and Statistics