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NECO
2007
95views more  NECO 2007»
13 years 11 months ago
Support Vector Ordinal Regression
In this paper, we propose two new support vector approaches for ordinal regression, which optimize multiple thresholds to define parallel discriminant hyperplanes for the ordinal...
Wei Chu, S. Sathiya Keerthi
NECO
2007
59views more  NECO 2007»
13 years 11 months ago
Mean-Driven and Fluctuation-Driven Persistent Activity in Recurrent Networks
Alfonso Renart, Rubén Moreno-Bote, Xiao-Jin...
NECO
2007
49views more  NECO 2007»
13 years 11 months ago
Temporal Symmetry in Primary Auditory Cortex: Implications for Cortical Connectivity
Jonathan Z. Simon, Didier A. Depireux, David J. Kl...
NECO
2007
129views more  NECO 2007»
13 years 11 months ago
Variational Bayes Solution of Linear Neural Networks and Its Generalization Performance
It is well-known that, in unidentifiable models, the Bayes estimation provides much better generalization performance than the maximum likelihood (ML) estimation. However, its ac...
Shinichi Nakajima, Sumio Watanabe
NECO
2007
69views more  NECO 2007»
13 years 11 months ago
Fast Generalized Cross-Validation Algorithm for Sparse Model Learning
S. Sundararajan, Shirish Krishnaj Shevade, S. Sath...