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AIIA
2007
Springer
14 years 1 months ago
Evolving Complex Neural Networks
Abstract. Complex networks like the scale-free model proposed by BarabasiAlbert are observed in many biological systems and the application of this topology to artificial neural ne...
Mauro Annunziato, Ilaria Bertini, Matteo De Felice...
IWANN
2005
Springer
14 years 1 months ago
Role of Function Complexity and Network Size in the Generalization Ability of Feedforward Networks
The generalization ability of different sizes architectures with one and two hidden layers trained with backpropagation combined with early stopping have been analyzed. The depend...
Leonardo Franco, José M. Jerez, José...
INFOCOM
2008
IEEE
14 years 2 months ago
Connectivity-Based Localization of Large Scale Sensor Networks with Complex Shape
—We study the problem of localizing a large sensor network having a complex shape, possibly with holes. A major challenge with respect to such networks is to figure out the corr...
Sol Lederer, Yue Wang, Jie Gao
IJBC
2008
88views more  IJBC 2008»
13 years 7 months ago
Characterizing the Structural Quality of General Complex Software Networks
nodes and their interactions are abstract edges. This paper attempts to characterize the structural quality of complex software networks. We propose to use a novel statistical meas...
Jing Liu, Jinhu Lu, Keqing He, Bing Li, Chi Kong T...
COMPLEXITY
2010
119views more  COMPLEXITY 2010»
13 years 5 months ago
Language networks: Their structure, function, and evolution
Ricard V. Solé, Bernat Corominas-Murtra, Se...