Memorias de investigación
Ponencias en congresos:
Distributed Reliable Computing Formulations of Neuronal Receptive-Field Weights
Año:2012

Áreas de investigación
  • Ingenierías

Datos
Descripción
By means of computer tools developed to study large non-trivial neuron-like structures (for one dimensional or two dimensional radially symmetric arbitrary receptive fields profiles), it has been possible to perform both the analysis (given a structure, find the overall weighting function) and the synthesis (find a structure that performs a given function). Also, what is most relevant to distributed computation, is the effect of ?holes? or ?local lessions? (scotomas) in different parts of the net. For the cases studied, the effects of lessions are found to depend on their location and affect mostly the quantitative (amplitude) aspects of the weights that the qualitative (shape) ones. The results are reported in this paper, as well as other consequences of the distributed nature of the computation.
Internacional
Si
Nombre congreso
BIOCOMP 2012. Mathematical Modeling and Computational Topics in Biosciences.
Tipo de participación
960
Lugar del congreso
Vietri sul Mare, Italia
Revisores
Si
ISBN o ISSN
DOI
Fecha inicio congreso
04/06/2013
Fecha fin congreso
08/06/2012
Desde la página
50
Hasta la página
51
Título de las actas
Mathematical Modeling and Computational Topics in Biosciences

Esta actividad pertenece a memorias de investigación

Participantes
  • Autor: G. de Blasio Universidad de Las Palmas de Gran Canaria
  • Autor: Arminda Moreno Diaz UPM
  • Autor: R. Moreno-Díaz jr. Universidad de las Palmas de Gran Canaria

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  • Creador: Grupo de Investigación: Grupo de análisis de decisiones y estadística