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    NECO
    2008
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    Minimization of Error Functionals over Perceptron Networks
    13 years 11 months ago
    Minimization of Error Functionals over Perceptron Networks
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    Vera Kurková
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    NECO
    2008
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    Boosting Method for Local Learning in Statistical Pattern Recognition
    13 years 11 months ago
    Boosting Method for Local Learning in Statistical Pattern Recognition
    Download  www.ism.ac.jp
    Masanori Kawakita, Shinto Eguchi
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    NECO
    2008
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    Predictive Coding and the Slowness Principle: An Information-Theoretic Approach
    13 years 11 months ago
    Predictive Coding and the Slowness Principle: An Information-Theoretic Approach
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    Felix Creutzig, Henning Sprekeler
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    NECO
    2008
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    Dynamical Constraints on Using Precise Spike Timing to Compute in Recurrent Cortical Networks
    13 years 11 months ago
    Dynamical Constraints on Using Precise Spike Timing to Compute in Recurrent Cortical Networks
    Download  homepages.inf.ed.ac.uk
    ns. We have previously developed an abstract dynamical system for networks of spiking neurons that has allowed us to identify the criterion for the stationary dynamics of a network...
    Arunava Banerjee, Peggy Seriès, Alexandre P...
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    NECO
    2008
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    Bayesian Spiking Neurons I: Inference
    13 years 11 months ago
    Bayesian Spiking Neurons I: Inference
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    Sophie Deneve
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    NECO
    2008
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    Second-Order SMO Improves SVM Online and Active Learning
    13 years 11 months ago
    Second-Order SMO Improves SVM Online and Active Learning
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    Iterative learning algorithms that approximate the solution of support vector machines (SVMs) have two potential advantages. First, they allow for online and active learning. Seco...
    Tobias Glasmachers, Christian Igel
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    NECO
    2008
    74views more  NECO 2008»
    Gamma Oscillations and Stimulus Selection
    13 years 11 months ago
    Gamma Oscillations and Stimulus Selection
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    More coherent excitatory stimuli are known to have a competitive advantage over less coherent ones. We show here that this advantage is amplified greatly when the target includes i...
    Christoph Börgers, Nancy Kopell
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    NECO
    2008
    79views more  NECO 2008»
    The High-Conductance State of Cortical Networks
    13 years 11 months ago
    The High-Conductance State of Cortical Networks
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    Arvind Kumar, Sven Schrader, Ad Aertsen, Stefan Ro...
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    NECO
    2008
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    Constrained Subspace ICA Based on Mutual Information Optimization Directly
    13 years 11 months ago
    Constrained Subspace ICA Based on Mutual Information Optimization Directly
    Download  simone.neuro.kuleuven.ac.be
    We introduce a new approach to constrained Independent Component Analysis (ICA) by formulating the original, unconstrained ICA problem as well as the constraints in mutual informa...
    Marc M. Van Hulle
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    NECO
    2008
    94views more  NECO 2008»
    Chaotic Frequency Scaling in a Coupled Oscillator Model for Free Rhythmic Actions
    13 years 11 months ago
    Chaotic Frequency Scaling in a Coupled Oscillator Model for Free Rhythmic Actions
    Download  www.northeastern.edu
    Aaron Raftery, Joseph Cusumano, Dagmar Sternad
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