Ponencia
Adaptive Fuzzy Spiking Neural P Systems for Fuzzy Inference and Learning
Autor/es | Wang, Jun
Peng, Hong |
Fecha de publicación | 2012 |
Fecha de depósito | 2016-02-05 |
Publicado en |
|
ISBN/ISSN | 978-84-940056-6-4 |
Resumen | Spiking neural P systems (in short, SN P systems) and their variants, in-
cluding fuzzy spiking neural P systems (in short, FSN P systems), generally lack learning
ability so far. Aiming at this problem, a class of modi ... Spiking neural P systems (in short, SN P systems) and their variants, in- cluding fuzzy spiking neural P systems (in short, FSN P systems), generally lack learning ability so far. Aiming at this problem, a class of modi ed FSN P systems are proposed in this paper, called adaptive fuzzy spiking neural P systems (in short, AFSN P systems). The AFSN P systems not only can model weighted fuzzy production rules in fuzzy knowl- edge base but also can perform dynamically fuzzy reasoning. It is more important that the AFSN P systems have learning ability like neural networks. Based on neuron's ring mechanisms, a fuzzy reasoning algorithm and a learning algorithm are developed. An example is included to illustrate the learning ability of the AFSN P systems. |
Ficheros | Tamaño | Formato | Ver | Descripción |
---|---|---|---|---|
Jun Wang et al - 10th BWMC.pdf | 204.9Kb | [PDF] | Ver/ | |
Este registro aparece en las siguientes colecciones
Excepto si se señala otra cosa, la licencia del ítem se describe como: Attribution-NonCommercial-NoDerivatives 4.0 Internacional
Items relacionados
Enseñando items relacionados por título, autor, creador y materia.
-
Artículo
A Fuzzy Logic intelligent agent for Information Extraction: Introducing a new Fuzzy Logic-based term weighting scheme
Ropero Rodríguez, Jorge; Gómez Gutiérrez, Álvaro Ariel; Carrasco Muñoz, Alejandro; León de Mora, Carlos (Elsevier, 2012)In this paper, we propose a novel method for Information Extraction (IE) in a set of knowledge in order to answer to user ...
-
Ponencia
Open FPGA-based development platform for fuzzy systems with applications to communications
Montesino Pouzols, Federico; Barriga Barros, Ángel; López, Diego R.; Sánchez Solano, Santiago (2007)Soft computing techniques are gaining momentum as tools for network traffic modeling, analysis and control. Efficient hardware ...
-
Trabajo Fin de Máster
Segmentación de Imágenes Médicas aplicando ICA y Kernelized Fuzzy c-Means
García Noguer, Ana Isabel (2019)La segmentación de tejidos cerebrales es un reto importante, a la vez que tedioso, debido a que las imágenes de resonancia ...