NECO 2011 | Sciweavers

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NECO
2011

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A Connection Between Score Matching and Denoising Autoencoders

13 years 3 months ago

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Pascal Vincent

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58

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NECO
2011

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Collective Stability of Networks of Winner-Take-All Circuits

13 years 7 months ago

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The neocortex has a remarkably uniform neuronal organization, suggesting that common principles of processing are employed throughout its extent. In particular, the patterns of co...

Ueli Rutishauser, Rodney J. Douglas, Jean-Jacques ...

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40

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NECO
2011

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Mechanisms That Modulate the Transfer of Spiking Correlations

13 years 7 months ago

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Correlations between neuronal spike trains impact network dynamics and population coding. Overlapping aﬀerent populations and correlations between presynaptic spike trains intro...

Robert Rosenbaum, Kresimir Josic

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36

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NECO
2011

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Quantifying Neurotransmission Reliability Through Metrics-Based Information Analysis

13 years 7 months ago

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Romain Brasselet, Roland S. Johansson, Angelo Arle...

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39

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NECO
2011

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Conjugate Mixture Models for Clustering Multimodal Data

13 years 7 months ago

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Vasil Khalidov, Florence Forbes, Radu Horaud

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34

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NECO
2011

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Learning a Generative Model of Images by Factoring Appearance and Shape

13 years 7 months ago

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Nicolas Le Roux, Nicolas Heess, Jamie Shotton, Joh...

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49

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NECO
2011

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Least Squares Estimation Without Priors or Supervision

13 years 7 months ago

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Selection of an optimal estimator typically relies on either supervised training samples (pairs of measurements and their associated true values), or a prior probability model for...

Martin Raphan, Eero P. Simoncelli

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25

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NECO
2011

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A Graphical Model Framework for Decoding in the Visual ERP-Based BCI Speller

13 years 7 months ago

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Suzanna Martens, Joris M. Mooij, N. Jeremy Hill, J...

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75

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NECO
2011

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Least-Squares Independent Component Analysis

13 years 7 months ago

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Accurately evaluating statistical independence among random variables is a key element of Independent Component Analysis (ICA). In this paper, we employ a squared-loss variant of ...

Taiji Suzuki, Masashi Sugiyama

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32

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NECO
2011

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Broken Symmetries in a Location-Invariant Word Recognition Network

13 years 7 months ago

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Thomas Hannagan, Frédéric Dandurand,...

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