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Listar por autor "Franco, Leónardo"
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C-Mantec: A novel constructive neural network algorithm incorporating competition between neurons.
Subirats Contreras, José Luis; Franco, Leónardo; Jerez-Aragonés, José Manuel (Elsevier, 2011-10-18)C-Mantec is a novel neural network constructive algorithm that combines competition between neurons with a stable modified perceptron learning rule. The neuron learning is governed by the thermal perceptron rule that ... -
Energy-efficient reprogramming in wsn using constructive neural networks.
Urda, Daniel; Cañete, Eduardo; Subirats Contreras, José Luis; Franco, Leónardo; Llopis-Torres, Luis Manuel; Jerez-Aragonés, José Manuel[et al.] (International Journal of Innovative Computing, Information and Control, 2012-11)In this paper, we propose the use of neural based technologies to carry out the dynamic reprogramming of wireless sensor networks as an alternative to traditional methodology. An analysis an comparison of the energy cost ...