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Maximally informative dimensions

Maximally informative dimensions is a dimensionality reduction technique used in the statistical analyses of neural responses. Specifically, it is a… Expand
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Related topics

Related topics

8 relations
Action potentialDimensionality reductionDirac delta functionMutual information
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Broader (1)

Computational neuroscience

Papers overview

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2018
2018
Une étude génétiquement informative du développement de l’agression durant l’enfance et de l’influence des pratiques parentales coercitives
 
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2016
2016
Les processus de compréhension évalués dans l’enquête PIRLS 2011. Zoom sur les textes à visée informative.
 
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2016
2016
Informative soaring with drifting thermals
The informative soaring (IFS) problem involves a gliding unmanned aerial vehicle (UAV) exploiting energy from thermals to extend… Expand
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2015
2015
Improving multiset canonical correlation analysis in high dimensional sample deficient settings
We consider the problem of inferring and learning latent correlations present in multiple noisy matrix-valued datasets using… Expand
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2015
2015
GENERALIZED NONLINEAR CANONICAL CORRELATION ANALYSIS WITH ORDERED CATEGORICAL AND DICHOTOMOUS DATA
In this paper, ordered categorical and dichotomous data are used in generalized nonlinear canonical correlation analysis to study… Expand
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2013
2013
Least Informative Dimensions
We present a novel non-parametric method for finding a subspace of stimulus features that contains all information about the… Expand
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Review
2011
Review
2011
Informative Retesting Procedures to Assay High Volume Clinical Specimens
  • 2011
    • Corpus ID: 41165683
Group testing, where groups of individual specimens are composited to test for a binary outcome, is a procedure used to reduce… Expand
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2010
2010
Valeur informative supplémentaire apportée par l’analyse des réseaux sociaux: premiers enseignements d’une étude au sein d’une population étudiante
Social networks analysis is particularly promising from a theoretical point of view, but it is also very difficult to set up… Expand
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2008
2008
La mention sur le bulletin de paie des droits à repos nés de l'accomplissement d'heures supplémentaires n'a qu'une valeur informative
 
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2002
2002
Maximally Informative Dimensions: Analyzing Neural Responses to Natural Signals
We propose a method that allows for a rigorous statistical analysis of neural responses to natural stimuli, which are non… Expand
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