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    NECO
    2010
    120views more  NECO 2010»
    Supervised Learning in Spiking Neural Networks with ReSuMe: Sequence Learning, Classification, and Spike Shifting
    13 years 6 months ago
    Supervised Learning in Spiking Neural Networks with ReSuMe: Sequence Learning, Classification, and Spike Shifting
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    Filip Ponulak, Andrzej J. Kasinski
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    NECO
    2010
    101views more  NECO 2010»
    Large-Margin Classification in Infinite Neural Networks
    13 years 6 months ago
    Large-Margin Classification in Infinite Neural Networks
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    We introduce a new family of positive-definite kernels for large margin classification in support vector machines (SVMs). These kernels mimic the computation in large neural netwo...
    Youngmin Cho, Lawrence K. Saul
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    NECO
    2010
    75views more  NECO 2010»
    How to Modify a Neural Network Gradually Without Changing Its Input-Output Functionality
    13 years 6 months ago
    How to Modify a Neural Network Gradually Without Changing Its Input-Output Functionality
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    Christopher DiMattina, Kechen Zhang
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    NECO
    2010
    103views more  NECO 2010»
    Population Models of Temporal Differentiation
    13 years 6 months ago
    Population Models of Temporal Differentiation
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    Temporal derivatives are computed by a wide variety of neural circuits, but the problem of performing this computation accurately has received little theoretical study. Here we sy...
    Bryan P. Tripp, Chris Eliasmith
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    NECO
    2010
    61views more  NECO 2010»
    Window-Based Example Selection in Learning Vector Quantization
    13 years 10 months ago
    Window-Based Example Selection in Learning Vector Quantization
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    Aree Witoelar, Anarta Ghosh, J. J. G. de Vries, Ba...
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    NECO
    2010
    69views more  NECO 2010»
    Dynamics and Robustness of Familiarity Memory
    13 years 10 months ago
    Dynamics and Robustness of Familiarity Memory
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    J. M. Cortes, Andrea Greve, A. B. Barrett, Mark C....
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    NECO
    2010
    97views more  NECO 2010»
    Derivatives of Logarithmic Stationary Distributions for Policy Gradient Reinforcement Learning
    13 years 10 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
    2010
    55views more  NECO 2010»
    Optimal Decision Making on the Basis of Evidence Represented in Spike Trains
    13 years 10 months ago
    Optimal Decision Making on the Basis of Evidence Represented in Spike Trains
    Download  www.mrc-cbu.cam.ac.uk
    Jiaxiang Zhang, Rafal Bogacz
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    NECO
    2010
    64views more  NECO 2010»
    On the Noise-Enhancing Ability of Stochastic Hodgkin-Huxley Neuron Systems
    13 years 10 months ago
    On the Noise-Enhancing Ability of Stochastic Hodgkin-Huxley Neuron Systems
    Download  www.ee.nthu.edu.tw
    Bor-Sen Chen, Cheng-Wei Li
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    NECO
    2010
    72views more  NECO 2010»
    Reward-Modulated Hebbian Learning of Decision Making
    13 years 10 months ago
    Reward-Modulated Hebbian Learning of Decision Making
    Download  www.igi.tugraz.at
    Michael Pfeiffer, Bernhard Nessler, Rodney J. Doug...
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