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32

NECO
2002

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Approximation Bounds for Some Sparse Kernel Regression Algorithms

13 years 11 months ago

Approximation Bounds for Some Sparse Kernel Regression Algorithms

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Tong Zhang

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34

NECO
2002

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Biophysiologically Plausible Implementations of the Maximum Operation

13 years 11 months ago

Biophysiologically Plausible Implementations of the Maximum Operation

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Angela J. Yu, Martin A. Giese, Tomaso Poggio

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27

NECO
2002

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Selectively Grouping Neurons in Recurrent Networks of Lateral Inhibition

13 years 11 months ago

Selectively Grouping Neurons in Recurrent Networks of Lateral Inhibition

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Xiaohui Xie, Richard H. R. Hahnloser, H. Sebastian...

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30

NECO
2002

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Population Coding and Decoding in a Neural Field: A Computational Study

13 years 11 months ago

Population Coding and Decoding in a Neural Field: A Computational Study

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Si Wu, Shun-ichi Amari, Hiroyuki Nakahara

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26

NECO
2002

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Slow Feature Analysis: Unsupervised Learning of Invariances

13 years 11 months ago

Slow Feature Analysis: Unsupervised Learning of Invariances

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Laurenz Wiskott, Terrence J. Sejnowski

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36

NECO
2002

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Bayesian Model Assessment and Comparison Using Cross-Validation Predictive Densities

13 years 11 months ago

Bayesian Model Assessment and Comparison Using Cross-Validation Predictive Densities

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In this work, we discuss practical methods for the assessment, comparison, and selection of complex hierarchical Bayesian models. A natural way to assess the goodness of the model...

Aki Vehtari, Jouko Lampinen

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29

NECO
2002

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An Unsupervised Ensemble Learning Method for Nonlinear Dynamic State-Space Models

13 years 11 months ago

An Unsupervised Ensemble Learning Method for Nonlinear Dynamic State-Space Models

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A Bayesian ensemble learning method is introduced for unsupervised extraction of dynamic processes from noisy data. The data are assumed to be generated by an unknown nonlinear ma...

Harri Valpola, Juha Karhunen

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29

NECO
2002

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Cosine Tuning Minimizes Motor Errors

13 years 11 months ago

Cosine Tuning Minimizes Motor Errors

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Emanuel Todorov

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35

NECO
2002

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Mixture of Experts Classification Using a Hierarchical Mixture Model

13 years 11 months ago

Mixture of Experts Classification Using a Hierarchical Mixture Model

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Michalis K. Titsias, Aristidis Likas

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25

NECO
2002

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Attractor Reliability Reveals Deterministic Structure in Neuronal Spike Trains

13 years 11 months ago

Attractor Reliability Reveals Deterministic Structure in Neuronal Spike Trains

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Paul H. E. Tiesinga, Jean-Marc Fellous, Terrence J...

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