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» On General Laws of Complex Networks
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IWANN
2005
Springer
14 years 26 days 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...
ICNSC
2008
IEEE
14 years 1 months ago
Synchronization of a General Delayed Complex Dynamical Network via Adaptive Feedback
— Complex networks have attracted much attention from various fields of sciences and engineering over the last ten years. To reveal the dynamical mechanism of synchronization in...
Qunjiao Zhang, Junan Lu, Jinhu Lii
TELETRAFFIC
2007
Springer
14 years 1 months ago
Is ALOHA Causing Power Law Delays?
Abstract. Renewed interest in ALOHA-based Medium Access Control (MAC) protocols stems from their proposed applications to wireless ad hoc and sensor networks that require distribut...
Predrag R. Jelenkovic, Jian Tan
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...
TCS
1998
13 years 7 months ago
An Improved Zero-One Law for Algorithmically Random Sequences
Results on random oracles typically involve showing that a class {X : P(X)} has Lebesgue measure one, i.e., that some property P(X) holds for “almost every X.” A potentially m...
Steven M. Kautz