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ISNN
2007
Springer
14 years 2 months ago
Neural Networks Training with Optimal Bounded Ellipsoid Algorithm
Abstract. Compared to normal learning algorithms, for example backpropagation, the optimal bounded ellipsoid (OBE) algorithm has some better properties, such as faster convergence,...
José de Jesús Rubio, Wen Yu
CDC
2009
IEEE
14 years 22 days ago
On the queue-overflow probabilities of distributed scheduling algorithms
Abstract-- In this paper, we are interested in using largedeviations theory to characterize the asymptotic decay-rate of the queue-overflow probability for distributed wireless sch...
Can Zhao, Xiaojun Lin
AIMS
2007
Springer
14 years 2 months ago
Improving Anomaly Detection Event Analysis Using the EventRank Algorithm
Abstract. We discuss an approach to reducing the number of events accepted by anomaly detection systems, based on alternative schemes for interest-ranking. The basic assumption is ...
Kyrre M. Begnum, Mark Burgess
CDC
2010
IEEE
100views Control Systems» more  CDC 2010»
13 years 3 months ago
A resistance-based approach to consensus algorithm performance analysis
Abstract-We study the well known linear consensus algorithm by means of a LQ-type performance cost. We want to understand how the communication topology influences this algorithm. ...
Federica Garin, Enrico Lovisari, Sandro Zampieri
VTC
2008
IEEE
129views Communications» more  VTC 2008»
14 years 3 months ago
A Stochastic Gradient LMS Algorithm for Digital Compensation of Tx Leakage in Zero-IF-Receivers
Abstract— In frequency division duplex transceivers the transmit signal is leaking through the duplexer into the receive branch. For the case of Zero-IF receivers the nonlinearit...
Andreas Frotzscher, Gerhard Fettweis