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ICANN
2001
Springer
14 years 2 months ago
Learning and Prediction of the Nonlinear Dynamics of Biological Neurons with Support Vector Machines
Based on biological data we examine the ability of Support Vector Machines (SVMs) with gaussian kernels to learn and predict the nonlinear dynamics of single biological neurons. We...
Thomas Frontzek, Thomas Navin Lal, Rolf Eckmiller
IWANN
2001
Springer
14 years 2 months ago
A Penalization Criterion Based on Noise Behaviour for Model Selection
Complexity-penalization strategies are one way to decide on the most appropriate network size in order to address the trade-off between overfitted and underfitted models. In this p...
Joaquín Pizarro Junquera, Pedro Galindo Ria...
SSIAI
2000
IEEE
14 years 2 months ago
Large-Deformation Image Registration Using Fluid Landmarks
For each patient receiving definitive treatment for cervix cancer, several CT/MR imaging studies need to be registered in order to specify the total physical or biological dose t...
Gary E. Christensen, P. Yin, Michael W. Vannier, K...
ICSE
1999
IEEE-ACM
14 years 2 months ago
Using a Goal-Driven Approach to Generate Test Cases for GUIs
The widespread use of GUIs for interacting with software is leading to the construction of more and more complex GUIs. With the growing complexity comes challenges in testing the ...
Atif M. Memon, Martha E. Pollack, Mary Lou Soffa
SIGMETRICS
1995
ACM
144views Hardware» more  SIGMETRICS 1995»
14 years 1 months ago
On Characterizing Bandwidth Requirements of Parallel Applications
Synthesizing architectural requirements from an application viewpoint can help in making important architectural design decisions towards building large scale parallel machines. I...
Anand Sivasubramaniam, Aman Singla, Umakishore Ram...