Article
Weighted Fuzzy Spiking Neural P Systems
Author/s | Wang, Jun
Shi, Peng Peng, Hong Pérez Jiménez, Mario de Jesús ![]() ![]() ![]() ![]() ![]() ![]() ![]() Wang, Tao |
Department | Universidad de Sevilla. Departamento de Ciencias de la Computación e Inteligencia Artificial |
Publication Date | 2013 |
Deposit Date | 2018-10-31 |
Published in |
|
Abstract | Spiking neural P systems (SN P systems) are a new class of
computing models inspired by the neurophysiological be-havior of
biological spiking neurons. In order to make SN P sys-tems
capable of representing and processing ... Spiking neural P systems (SN P systems) are a new class of computing models inspired by the neurophysiological be-havior of biological spiking neurons. In order to make SN P sys-tems capable of representing and processing fuzzy and uncertain knowledge, we propose a new class of spiking neural P systems in this paper called weighted fuzzy spiking neural P systems (WFSN P systems). New elements, including fuzzy truth value, certain factor, weighted fuzzy logic, output weight, threshold, new firing rule, and two types of neurons, are added to the original definition of SN P systems. This allows WFSN P systems to adequately characterize the features of weighted fuzzy production rules in a fuzzy rule-based system. Furthermore, a weighted fuzzy backward reasoning algorithm, based on WFSN P systems, is developed, which can ac-complish dynamic fuzzy reasoning of a rule-based system more flexibly and intelligently. In addition, we compare the proposed WFSN P systems with other knowledge representation methods, such as fuzzy production rule, conceptual graph, and Petri nets, to demonstrate the features and advantages of the proposed techniques. |
Citation | Wang, J., Shi, P., Peng, H., Pérez Jiménez, M.d.J. y Wang, T. (2013). Weighted Fuzzy Spiking Neural P Systems. IEEE Transactions on Fuzzy Systems, 21 (2), 209-220. |
Files | Size | Format | View | Description |
---|---|---|---|---|
06242397.pdf | 938.3Kb | ![]() | View/ | |
This item appears in the following collection(s)
Except where otherwise noted, this item's license is described as: Attribution-NonCommercial-NoDerivatives 4.0 Internacional
Related items
Showing items related by title, author, creator and subject.
-
Presentation
Metabolism in eco-holonic manufacturing systems based on the living systems theory
Ávila-Gutiérrez, María Jesús; Martín-Gómez, Alejandro Manuel; Aguayo-González, Francisco (IOP Publishing, 2021-10)The industrial metabolism has been conceived on the basis of analogies about the set of biochemical reactions (anabolism ...
-
PhD Thesis
Application of Multibody System Techniques to Human Locomotor System
Ojeda Granja, Joaquín (2012) -
PhD Thesis
P systems, a computational modelling framework for systems biology
Romero Campero, Francisco José (2008-02-06)LOS PROGRAMAS INFORMÁTICOS QUE MODELIZAN CÉLULAS FACILITARÁN EL TRABAJO DE LOS BIÓLOGOS Se basa en hacer modelos de células, ...