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Memorias de investigación
Artículos en revistas:
Spiking Neural P Systems with Colored Spikes Autores
Año:2017
Áreas de investigación
  • Inteligencia artificial (redes neuronales, lógica borrosa, sistemas expertos, etc),
  • Bioinformática
Datos
Descripción
Spiking neural P systems, shortly named SN P systems, are bio-inspired neural-like computing models, which are obtained by abstracting the way of biological neurons' spiking and communication by means of spikes in central nervous systems. SN P systems performed well in describing and modeling behaviors that occur simultaneously, yet weak at modeling complex systems with the limits of using a single spike. In this work, drawing on the idea from colored petri nets, SN P systems with colored spikes are proposed, where a finite set of colors is introduced to mark the spikes such that each spike is associated with a unique color. The updated spiking rule is applied by consuming and emitting a number of colored spikes (with the same or different colors). The computation power of the systems is investigated. Specifically, it is shown that SN P systems with colored spikes having 3 ?
Internacional
Si
JCR del ISI
Si
Título de la revista
Ieee Transactions on Cognitive And Developmental Systems
ISSN
2379-8920
Factor de impacto JCR
0
Información de impacto
Volumen
DOI
Número de revista
Desde la página
1
Hasta la página
1
Mes
SIN MES
Ranking
Esta actividad pertenece a memorias de investigación
Participantes
  • Autor: Tao Song (UPM)
  • Autor: Alfonso Vicente Rodriguez-Paton Aradas (UPM)
  • Autor: Pan Zheng
  • Autor: Xiangxiang Zeng (UPM)
Grupos de investigación, Departamentos, Centros e Institutos de I+D+i relacionados
  • Creador: Grupo de Investigación: Grupo de Inteligencia Artificial (LIA)
  • Departamento: Inteligencia Artificial
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