Artículo
Weighted Fuzzy Spiking Neural P Systems
Autor/es | Wang, Jun
Shi, Peng Peng, Hong Pérez Jiménez, Mario de Jesús Wang, Tao |
Departamento | Universidad de Sevilla. Departamento de Ciencias de la Computación e Inteligencia Artificial |
Fecha de publicación | 2013 |
Fecha de depósito | 2018-10-31 |
Publicado en |
|
Resumen | 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. |
Cita | 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. |
Ficheros | Tamaño | Formato | Ver | Descripción |
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