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GFKL
2007
Springer
163views Data Mining» more  GFKL 2007»
13 years 10 months ago
Fast Support Vector Machine Classification of Very Large Datasets
In many classification applications, Support Vector Machines (SVMs) have proven to be highly performing and easy to handle classifiers with very good generalization abilities. Howe...
Janis Fehr, Karina Zapien Arreola, Hans Burkhardt
ERSA
2007
86views Hardware» more  ERSA 2007»
13 years 8 months ago
High-Precision BLAS on FPGA-enhanced Computers
The emergence of high-density reconfigurable hardware devices gives scientists and engineers an option to accelerating their numerical computing applications on low-cost but power...
Chuan He, Guan Qin, Richard E. Ewing, Wei Zhao
AUTOMATICA
2008
71views more  AUTOMATICA 2008»
13 years 6 months ago
Performance of convergence-based variable-gain control of optical storage drives
In this paper, a method for the performance assessment of a variable-gain control design for optical storage drives is proposed. The variablegain strategy is used to overcome well...
Nathan van de Wouw, H. A. Pastink, Marcel F. Heert...
NN
2008
Springer
114views Neural Networks» more  NN 2008»
13 years 6 months ago
Event detection and localization for small mobile robots using reservoir computing
Reservoir Computing (RC) techniques use a fixed (usually randomly created) recurrent neural network, or more generally any dynamic system, which operates at the edge of stability,...
Eric A. Antonelo, Benjamin Schrauwen, Dirk Strooba...
TASLP
2010
103views more  TASLP 2010»
13 years 5 months ago
Percussion Synthesis Based on Models of Nonlinear Shell Vibration
—The synthesis of sound based on physical models of 2-D percussion instruments is problematic and has been approached only infrequently in the literature. Beyond the computationa...
Stefan Bilbao