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FOCM
2006
50views more  FOCM 2006»
15 years 6 months ago
Online Learning Algorithms
In this paper, we study an online learning algorithm in Reproducing Kernel Hilbert Spaces (RKHS) and general Hilbert spaces. We present a general form of the stochastic gradient m...
Steve Smale, Yuan Yao
IJON
2006
79views more  IJON 2006»
15 years 6 months ago
Fast computation with neural oscillators
This paper studies new spike-based models for winner-take-all computation and coincidence detection. In both cases, very fast convergence is achieved independent of initial condit...
Wei Wang 0008, Jean-Jacques E. Slotine
CORR
2007
Springer
124views Education» more  CORR 2007»
15 years 6 months ago
Diversity-Multiplexing Tradeoff via Asymptotic Analysis of Large MIMO Systems
— Diversity–multiplexing tradeoff (DMT) presents a compact framework to compare various MIMO systems and channels in terms of the two main advantages they provide (i.e. high da...
Sergey Loyka, George Levin
JCC
2006
42views more  JCC 2006»
15 years 6 months ago
Starting SCF calculations by superposition of atomic densities
: We describe the procedure to start an SCF calculation of the general type from a sum of atomic electron densities, as implemented in GAMESS-UK. Although the procedure is well kno...
J. H. Van Lenthe, R. Zwaans, Huub J. J. Van Dam, M...
DATASCIENCE
2007
57views more  DATASCIENCE 2007»
15 years 6 months ago
A "bottom up" governance framework for developing Australia's marine Spatial Data Infrastructure (SDI)
Spatial Data Infrastructures (SDIs) have been developing in some countries for over 10 years but still suffer from having a relatively small installed base. Most SDIs will soon co...
Kim T. Finney