Communications at congresses:
Distributed Reliable Computing Formulations of Neuronal Receptive-Field Weights
Distributed Reliable Computing Formulations of Neuronal Receptive-Field Weights
Year:2012
Research Areas
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Engineering
Information
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Abstract
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| 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. | |
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International
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Congress
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BIOCOMP 2012. Mathematical Modeling and Computational Topics in Biosciences. |
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960 |
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Place
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Vietri sul Mare, Italia |
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Reviewers
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Si |
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ISBN/ISSN
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Start Date
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04/06/2013 |
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End Date
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08/06/2012 |
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From page
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50 |
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To page
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51 |
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Mathematical Modeling and Computational Topics in Biosciences |
Participants
- 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)
Research Group, Departaments and Institutes related
- Creador: Grupo de Investigación: Grupo de análisis de decisiones y estadística
S2i 2021 Observatorio de investigación @ UPM con la colaboración del Consejo Social UPM
Cofinanciación del MINECO en el marco del Programa INNPACTO (IPT-020000-2010-22)