Literature DB >> 32938262

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

Gexiang Zhang1, Haina Rong2, Prithwineel Paul2, Yangyang He2, Ferrante Neri3, Mario J Pérez-Jiménez4.   

Abstract

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.

Keywords:  Membrane computing; arithmetic calculator; information fusion; spiking neural P system

Year:  2020        PMID: 32938262     DOI: 10.1142/S0129065720500550

Source DB:  PubMed          Journal:  Int J Neural Syst        ISSN: 0129-0657            Impact factor:   5.866


  1 in total

1.  An improved multi-view attention network inspired by coupled P system for node classification.

Authors:  Qian Liu; Xiyu Liu
Journal:  PLoS One       Date:  2022-04-28       Impact factor: 3.752

  1 in total

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