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FLAIRS
2004
13 years 9 months ago
Invariance of MLP Training to Input Feature De-correlation
In the neural network literature, input feature de-correlation is often referred as one pre-processing technique used to improve the MLP training speed. However, in this paper, we...
Changhua Yu, Michael T. Manry, Jiang Li
MS
2003
13 years 9 months ago
Dynamic Model of Nickel Hydrogen Battery - The Virtual Test Bed Implementation
A dynamic model of a nickel hydrogen battery implemented in the Virtual Test Bed (VTB) is presented. The battery system is simplified as such one-electrontransfer redox reaction o...
Shengyi Liu, Roger Dougal, John W. Weidner, Lijun ...
PE
2008
Springer
114views Optimization» more  PE 2008»
13 years 8 months ago
An efficient technique to analyze the impact of bursty TCP traffic in wide-area networks
In this paper we describe an analytical technique for the performance evaluation of wide-area networks carrying realistic TCP traffic, such as that produced by a large number of f...
Michele Garetto, Donald F. Towsley
TSP
2008
101views more  TSP 2008»
13 years 8 months ago
Subspace-Based Algorithm for Parameter Estimation of Polynomial Phase Signals
In this correspondence, parameter estimation of a polynomial phase signal (PPS) in additive white Gaussian noise is addressed. Assuming that the order of the PPS is at least 3, the...
Yuntao Wu, Hing Cheung So, Hongqing Liu
IJRR
2000
94views more  IJRR 2000»
13 years 8 months ago
Sensor-Based Exploration: Incremental Construction of the Hierarchical Generalized Voronoi Graph
This paper prescribes an incremental procedure to construct roadmaps of unknown environments. Recall that a roadmap is a geometric structure that a robot uses to plan a path betwe...
Howie Choset, Sean Walker, Kunnayut Eiamsa-Ard, Jo...