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A Complete Arithmetic Calculator Constructed from Spiking Neural P Systems and its Application to Information Fusion

Zhang, Gexiang; Rong, Haina; Paul, Prithwineel; He, Yangyang; Neri, Ferrante; P�rez-Jim�nez, Mario J

A Complete Arithmetic Calculator Constructed from Spiking Neural P Systems and its Application to Information Fusion Thumbnail


Authors

Gexiang Zhang

Haina Rong

Prithwineel Paul

Yangyang He

Ferrante Neri

Mario J P�rez-Jim�nez



Abstract

© World Scientific Publishing Company Several variants of spiking neural P systems (SNPS) have been presented in the literature to perform arithmetic operations. However, each of these variants was designed only for one specific arithmetic operation. In this paper, a complete arithmetic calculator implemented by SNPS is proposed. An application of the proposed calculator to information fusion is also proposed. The information fusion is implemented by integrating the following three elements: (1) an addition and subtraction SNPS already reported in the literature; (2) a modified multiplication and division SNPS; (3) a novel storage SNPS, i.e. a method based on SNPS is introduced to calculate basic probability assignment of an event. This is the first attempt to apply arithmetic operation SNPS to fuse multiple information. The effectiveness of the presented general arithmetic SNPS calculator is verified by means of several examples.

Citation

Zhang, G., Rong, H., Paul, P., He, Y., Neri, F., & Pérez-Jiménez, M. J. (2021). A Complete Arithmetic Calculator Constructed from Spiking Neural P Systems and its Application to Information Fusion. International Journal of Neural Systems, 31(1), Article 2050055. https://doi.org/10.1142/S0129065720500550

Journal Article Type Article
Acceptance Date Jun 23, 2020
Online Publication Date Sep 16, 2020
Publication Date 2021-01
Deposit Date Jun 23, 2020
Publicly Available Date Sep 17, 2021
Journal International Journal of Neural Systems
Print ISSN 0129-0657
Electronic ISSN 1793-6462
Publisher World Scientific
Peer Reviewed Peer Reviewed
Volume 31
Issue 1
Article Number 2050055
DOI https://doi.org/10.1142/S0129065720500550
Keywords Membrane computing; spiking neural P system; arithmetic calculator; information fusion 10
Public URL https://nottingham-repository.worktribe.com/output/4705104
Publisher URL https://www.worldscientific.com/doi/abs/10.1142/S0129065720500550
Additional Information Electronic version of an article published as International Journal of Neural Systems, Volume 31, Issue 1, 2021, https://doi.org/10.1142/S0129065720500550 © copyright World Scientific Publishing Company https://www.worldscientific.com/worldscinet/ijns

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