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IJON
2010
114views more  IJON 2010»
11 years 1 months ago
Convolutive blind source separation by efficient blind deconvolution and minimal filter distortion
onvolutive blind source separation (BSS) usually encounters two difficulties
Kun Zhang, Lai-Wan Chan
IJON
2010
109views more  IJON 2010»
11 years 1 months ago
Variational inference for Student-t MLP models
This paper presents a novel methodology to infer parameters of probabilistic models whose output noise is a Student-t distribution. The method is an extension of earlier work for ...
Hang T. Nguyen, Ian T. Nabney
IJON
2010
139views more  IJON 2010»
11 years 1 months ago
Multilinear principal component analysis for face recognition with fewer features
Jin Wang, Armando Barreto, Lu Wang, Yu Chen, Napht...
IJON
2010
159views more  IJON 2010»
11 years 1 months ago
Model predictive flight control using adaptive support vector regression
This paper explores an application of support vector regression (SVR) to model predictive control (MPC). SVR is employed to identify a dynamic system from input-output data, and t...
Jongho Shin, H. Jin Kim, Sewook Park, Youdan Kim
IJON
2010
119views more  IJON 2010»
11 years 3 months ago
V-Proportion: A method based on the Voronoi diagram to study spatial relations in neuronal mosaics of the retina
The visual system plays a predominant role in the human perception. Although all components of the eye are important to perceive visual information, the retina is a fundamental pa...
Óscar Martínez Mozos, Jose Angel Bol...
IJON
2010
114views more  IJON 2010»
11 years 3 months ago
Optimization method based extreme learning machine for classification
Guang-Bin Huang, Xiaojian Ding, Hongming Zhou
IJON
2010
121views more  IJON 2010»
11 years 3 months ago
Sample-dependent graph construction with application to dimensionality reduction
Graph construction plays a key role on learning algorithms based on graph Laplacian. However, the traditional graph construction approaches of -neighborhood and k-nearest-neighbor...
Bo Yang, Songcan Chen
IJON
2010
97views more  IJON 2010»
11 years 3 months ago
Processing with cell assemblies
Emma Byrne, Christian R. Huyck
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