Article
A complete arithmetic calculator constructed from spiking neural P systems and its application to information fusion
Author/s | Zhang, Gexiang
Rong, Haina Paul, Prithwineel He, Yangyang Neri, Ferrante Pérez Jiménez, Mario de Jesús ![]() ![]() ![]() ![]() ![]() ![]() ![]() |
Department | Universidad de Sevilla. Departamento de Ciencias de la Computación e Inteligencia Artificial |
Publication Date | 2021 |
Deposit Date | 2022-06-29 |
Published in |
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Abstract | Several variants of spiking neural P systems (SNPS) have been presented in the literature to perform arith- 1
metic operations. However, each of these variants was designed only for one specific arithmetic operation. 2
In ... Several variants of spiking neural P systems (SNPS) have been presented in the literature to perform arith- 1 metic operations. However, each of these variants was designed only for one specific arithmetic operation. 2 In this paper, a complete arithmetic calculator implemented by spiking neural P systems is proposed. An 3 application of the proposed calculator to information fusion is also proposed. The information fusion is 4 implemented by integrating the following three elements: 1) an addition and subtraction SNPS already 5 reported in the literature; 2) a modified multiplication and division SNPS; 3) a novel storage SNPS, i.e., 6 a method based on spiking neural P systems is introduced to calculate basic probability assignment of 7 an event. This is the first attempt to apply arithmetic operation SNPS to fuse multiple information. The 8 effectiveness of the presented general arithmetic SNPS calculator is verified by means several examples. |
Funding agencies | Agencia Estatal de Investigación. España |
Project ID. | TIN2017-89842-P
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Citation | Zhang, G., Rong, H., Paul, P., He, Y., Neri, F. y Pérez Jiménez, M.d.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 - art. nº 2050055) |
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