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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; Pérez-Jiménez, Mario J.
Afiliación
  • Zhang G; Research Center for Artificial Intelligence, Chengdu University of Technology, Chengdu 610059, P. R. China.
  • Rong H; School of Electrical Engineering, Southwest Jiaotong University, Chengdu 610031, P. R. China.
  • Paul P; School of Electrical Engineering, Southwest Jiaotong University, Chengdu 610031, P. R. China.
  • He Y; School of Electrical Engineering, Southwest Jiaotong University, Chengdu 610031, P. R. China.
  • Neri F; COL Laboratory, School of Computer Science, University of Nottingham, Nottingham, UK.
  • Pérez-Jiménez MJ; Department of Computer Science and Artificial Intelligence, University of Sevilla, Avda. Reina Mercedes s/n 41012, Spain.
Int J Neural Syst ; 31(1): 2050055, 2021 Jan.
Article en En | MEDLINE | ID: mdl-32938262
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.
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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Neuronas Idioma: En Revista: Int J Neural Syst Asunto de la revista: ENGENHARIA BIOMEDICA / INFORMATICA MEDICA Año: 2021 Tipo del documento: Article Pais de publicación: Singapur
Texto completo
Añadir a Mi BVS
Imprimir
XML
PubMed Links
Buscar en Google

Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Neuronas Idioma: En Revista: Int J Neural Syst Asunto de la revista: ENGENHARIA BIOMEDICA / INFORMATICA MEDICA Año: 2021 Tipo del documento: Article Pais de publicación: Singapur