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    NECO
    2006
    98views more  NECO 2006»
    On the Analysis and Interpretation of Inhomogeneous Quadratic Forms as Receptive Fields
    13 years 7 months ago
    On the Analysis and Interpretation of Inhomogeneous Quadratic Forms as Receptive Fields
    Download  cogprints.org
    In this paper we introduce some mathematical and numerical tools to analyze and interpret inhomogeneous quadratic forms. The resulting characterization is in some aspects similar ...
    Pietro Berkes, Laurenz Wiskott
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    NECO
    2002
    117views more  NECO 2002»
    Bayesian A* Tree Search with Expected O(N) Node Expansions: Applications to Road Tracking
    13 years 7 months ago
    Bayesian A* Tree Search with Expected O(N) Node Expansions: Applications to Road Tracking
    Download  www.stat.ucla.edu
    Many perception, reasoning, and learning problems can be expressed as Bayesian inference. We point out that formulating a problem as Bayesian inference implies specifying a probabi...
    James M. Coughlan, Alan L. Yuille
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    NECO
    2010
    97views more  NECO 2010»
    Derivatives of Logarithmic Stationary Distributions for Policy Gradient Reinforcement Learning
    13 years 6 months ago
    Derivatives of Logarithmic Stationary Distributions for Policy Gradient Reinforcement Learning
    Download  www.kyb.tuebingen.mpg.de
    Most conventional Policy Gradient Reinforcement Learning (PGRL) algorithms neglect (or do not explicitly make use of) a term in the average reward gradient with respect to the pol...
    Tetsuro Morimura, Eiji Uchibe, Junichiro Yoshimoto...
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    NECO
    2007
    68views more  NECO 2007»
    Single Neuron Computation: From Dynamical System to Feature Detector
    13 years 7 months ago
    Single Neuron Computation: From Dynamical System to Feature Detector
    Download  faculty.washington.edu
    ll Text][Abstract] , October 18, 2006; 26 (42): 10826-10846.J. Neurosci. B. R. Conway and M. S. Livingstone Spatial and temporal properties of cone signals in alert macaque primary...
    Sungho Hong, Blaise Agüera y Arcas, Adrienne ...
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    NECO
    2006
    76views more  NECO 2006»
    Spontaneous Dynamics of Asymmetric Random Recurrent Spiking Neural Networks
    13 years 7 months ago
    Spontaneous Dynamics of Asymmetric Random Recurrent Spiking Neural Networks
    Download  hal.archives-ouvertes.fr
    We study in this paper the effect of an unique initial stimulation on random recurrent networks of leaky integrate and fire neurons. Indeed given a stochastic connectivity this so...
    Hédi Soula, Guillaume Beslon, Olivier Mazet
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