NECO 2011 | Sciweavers

55

click to vote

NECO
2011

177views Computer Networks» more NECO 2011»

A Connection Between Score Matching and Denoising Autoencoders

13 years 5 months ago

Download www.iro.umontreal.ca

Pascal Vincent

claim paper

Read More »

73

click to vote

NECO
2011

218views Computer Networks» more NECO 2011»

Collective Stability of Networks of Winner-Take-All Circuits

13 years 9 months ago

Download web.mit.edu

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 ...

claim paper

Read More »

54

click to vote

NECO
2011

219views Computer Networks» more NECO 2011»

Mechanisms That Modulate the Transfer of Spiking Correlations

13 years 10 months ago

Download www.math.uh.edu

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

claim paper

Read More »

48

click to vote

NECO
2011

173views Computer Networks» more NECO 2011»

Quantifying Neurotransmission Reliability Through Metrics-Based Information Analysis

13 years 10 months ago

Download www.anc.upmc.fr

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

claim paper

Read More »

51

click to vote

NECO
2011

186views Computer Networks» more NECO 2011»

Conjugate Mixture Models for Clustering Multimodal Data

13 years 10 months ago

Download perception.inrialpes.fr

Vasil Khalidov, Florence Forbes, Radu Horaud

claim paper

Read More »

46

click to vote

NECO
2011

201views Computer Networks» more NECO 2011»

Learning a Generative Model of Images by Factoring Appearance and Shape

13 years 10 months ago

Download research.microsoft.com

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

claim paper

Read More »

65

click to vote

NECO
2011

182views Computer Networks» more NECO 2011»

Least Squares Estimation Without Priors or Supervision

13 years 10 months ago

Download www.cns.nyu.edu

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

claim paper

Read More »

37

click to vote

NECO
2011

211views Computer Networks» more NECO 2011»

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

13 years 10 months ago

Download eprints.pascal-network.org

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

claim paper

Read More »

98

click to vote

NECO
2011

245views Computer Networks» more NECO 2011»

Least-Squares Independent Component Analysis

13 years 10 months ago

Download sugiyama-www.cs.titech.ac.jp

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

claim paper

Read More »

42

click to vote

NECO
2011

193views Computer Networks» more NECO 2011»

Broken Symmetries in a Location-Invariant Word Recognition Network

13 years 10 months ago

Download www.lscp.net

Thomas Hannagan, Frédéric Dandurand,...

claim paper