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    NECO
    2008
    101views more  NECO 2008»
    Rapid Convergence to Feature Layer Correspondences
    13 years 11 months ago
    Rapid Convergence to Feature Layer Correspondences
    Download  web.mac.com
    ll Text][Abstract] , May 1, 2008; 99 (5): 2496-2509.J Neurophysiol T. O. Sharpee, K. D. Miller and M. P. Stryker Natural Stimuli On the Importance of Static Nonlinearity in Estimat...
    Jörg Lücke, Christian Keck, Christoph vo...
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    NECO
    2008
    62views more  NECO 2008»
    Valuations for Spike Train Prediction
    13 years 11 months ago
    Valuations for Spike Train Prediction
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    Vladimir Itskov, Carina Curto, Kenneth D. Harris
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    NECO
    2008
    170views more  NECO 2008»
    Representational Power of Restricted Boltzmann Machines and Deep Belief Networks
    13 years 11 months ago
    Representational Power of Restricted Boltzmann Machines and Deep Belief Networks
    Download  research.microsoft.com
    Deep Belief Networks (DBN) are generative neural network models with many layers of hidden explanatory factors, recently introduced by Hinton et al., along with a greedy layer-wis...
    Nicolas Le Roux, Yoshua Bengio
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    NECO
    2008
    101views more  NECO 2008»
    On the Classification Capability of Sign-Constrained Perceptrons
    13 years 11 months ago
    On the Classification Capability of Sign-Constrained Perceptrons
    Download  www.igi.tugraz.at
    The perceptron (also referred to as McCulloch-Pitts neuron, or linear threshold gate) is commonly used as a simplified model for the discrimination and learning capability of a bi...
    Robert A. Legenstein, Wolfgang Maass
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    NECO
    2008
    146views more  NECO 2008»
    Deep, Narrow Sigmoid Belief Networks Are Universal Approximators
    13 years 11 months ago
    Deep, Narrow Sigmoid Belief Networks Are Universal Approximators
    Download  www.cs.utoronto.ca
    In this paper we show that exponentially deep belief networks [3, 7, 4] can approximate any distribution over binary vectors to arbitrary accuracy, even when the width of each lay...
    Ilya Sutskever, Geoffrey E. Hinton
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    NECO
    2008
    111views more  NECO 2008»
    A Neural Network Model of the Eriksen Task: Reduction, Analysis, and Data Fitting
    13 years 11 months ago
    A Neural Network Model of the Eriksen Task: Reduction, Analysis, and Data Fitting
    Download  www.princeton.edu
    We analyze a neural network model of the Eriksen task, a twoalternative forced choice task in which subjects must correctly identify a central stimulus and disregard flankers that...
    Yuan Sophie Liu, Philip Holmes, Jonathan D. Cohen
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    NECO
    2008
    70views more  NECO 2008»
    Adaptive Integration in the Visual Cortex by Depressing Recurrent Cortical Circuits
    13 years 11 months ago
    Adaptive Integration in the Visual Cortex by Depressing Recurrent Cortical Circuits
    Download  www.st-andrews.ac.uk
    Mark C. W. van Rossum, Matthijs A. A. van der Meer...
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    NECO
    2008
    84views more  NECO 2008»
    Stochastic Synchrony of Chaos in a Pulse-Coupled Neural Network with Both Chemical and Electrical Synapses Among Inhibitory Neur
    13 years 11 months ago
    Stochastic Synchrony of Chaos in a Pulse-Coupled Neural Network with Both Chemical and Electrical Synapses Among Inhibitory Neur
    Download  brain.cc.kogakuin.ac.jp
    The synchronous firing of neurons in a pulse coupled neural network composed of excitatory and inhibitory neurons is analyzed. The neurons are connected by both chemical synapses ...
    Takashi Kanamaru, Kazuyuki Aihara
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    NECO
    2008
    72views more  NECO 2008»
    A Homomorphic Neural Network for Modeling and Prediction
    13 years 11 months ago
    A Homomorphic Neural Network for Modeling and Prediction
    Download  www.commsp.ee.ic.ac.uk
    Maciej Pedzisz, Danilo P. Mandic
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    NECO
    2008
    59views more  NECO 2008»
    Dynamics of Learning Near Singularities in Layered Networks
    13 years 11 months ago
    Dynamics of Learning Near Singularities in Layered Networks
    Download  www.lsa.umich.edu
    Haikun Wei, Jun Zhang, Florent Cousseau, Tomoko Oz...
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