UCL Neuroscience

Results: 176



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1

Probabilistic Amplitude Demodulation Richard E. Turner and Maneesh Sahani Gatsby Computational Neuroscience Unit, UCL, Alexandra House, 17 Queen Square, London, U.K. {turner,maneesh}@gatsby.ucl.ac.uk http://www.gatsby.uc

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Source URL: www.gatsby.ucl.ac.uk

- Date: 2008-04-16 09:02:50
    2Neuroscience / Nervous system / Computational neuroscience / Neural networks / Neural coding / Neural decoding / Generalized linear model / Neural ensemble / Neuron

    Empirical models of spiking in neural populations ¨ Lars Busing Gatsby Computational Neuroscience Unit University College London, UK

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    Source URL: www.gatsby.ucl.ac.uk

    Language: English
    3Computational neuroscience / Neuroscience / Nervous system / Artificial neural networks / Statistics / Multivariate statistics / Biophysics / Biological neuron model / Principal component analysis / Artificial neuron / Spike-timing-dependent plasticity / Hebbian theory

    Simplified Rules and Theoretical Analysis for Information Bottleneck Optimization and PCA with Spiking Neurons Lars Buesing, Wolfgang Maass Institute for Theoretical Computer Science

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    Source URL: www.gatsby.ucl.ac.uk

    Language: English - Date: 2014-10-13 19:51:13
    4Neuroscience / Nervous system / Biology / Computational neuroscience / Neural networks / Neurophysiology / Spike-timing-dependent plasticity / Biological neuron model / Neural coding / Hebbian theory / Neuron / Neural oscillation

    Bayesian Computation Emerges in Generic Cortical Microcircuits through Spike-Timing-Dependent Plasticity Bernhard Nessler1*, Michael Pfeiffer1,2, Lars Buesing1, Wolfgang Maass1 1 Institute for Theoretical Computer Scienc

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    Source URL: www.gatsby.ucl.ac.uk

    Language: English - Date: 2014-10-13 19:51:18
    5Statistics / Statistical theory / Estimation theory / Expectationmaximization algorithm / Maximum likelihood estimation / Variational Bayesian methods / Linear regression / Normal distribution / Covariance / Regression analysis / Mixture model

    Spectral learning of linear dynamics from generalised-linear observations with application to neural population data Lars Buesing∗ , Jakob H. Macke∗,† , Maneesh Sahani Gatsby Computational Neuroscience Unit

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    Source URL: www.gatsby.ucl.ac.uk

    Language: English - Date: 2014-10-13 19:51:14
    6Neuroscience / Computational neuroscience / Nervous system / Biology / Artificial neural network / Biological neuron model / Spiking neural network / Neural oscillation / Gibbs sampling / Action potential / Neuron / Stochastic process

    Neural Dynamics as Sampling: A Model for Stochastic Computation in Recurrent Networks of Spiking Neurons Lars Buesing¤*, Johannes Bill, Bernhard Nessler, Wolfgang Maass Institute for Theoretical Computer Science, Graz U

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    Source URL: www.gatsby.ucl.ac.uk

    Language: English - Date: 2014-10-13 19:51:17
    7Statistics / Applied mathematics / Machine learning / Cluster analysis / Cybernetics / Dimension reduction / Computational neuroscience / Mixture model / K-means clustering / Expectationmaximization algorithm / Principal component analysis / Artificial neural network

    Clustered factor analysis of multineuronal spike data Lars Buesing1 , Timothy A. Machado1,2 , John P. Cunningham1 and Liam Paninski1 1 Department of Statistics, Center for Theoretical Neuroscience & Grossman Center for

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    Source URL: www.gatsby.ucl.ac.uk

    Language: English - Date: 2014-10-13 19:51:15
    8Computational neuroscience / Computational statistics / Artificial neural networks / Neuroscience / Cognitive neuroscience / Spiking neural network / Conference on Neural Information Processing Systems / Deep learning / Systems neuroscience / Biological neural network / Network: Computation In Neural Systems

    Lars Buesing Personal Information Office Address Department of Statistics, Columbia University Office 930, SSW, 1255 Amsterdam Avenue, New York, NY 10027

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    Source URL: www.gatsby.ucl.ac.uk

    Language: English - Date: 2014-10-13 14:12:05
    9Fellows of the Royal Society of Edinburgh / Neuroscience / Neuroscientist / Ian Deary / University of Edinburgh Medical School / Wellcome Trust / Outline of neuroscience / UCL Neuroscience

    THE UNIVERSITY OF EDINBURGH COLLEGE OF MEDICINE AND VETERINARY MEDICINE ,+05)<9./ 5,<96:*0,5*,

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    Source URL: www.edinburghneuroscience.ed.ac.uk

    Language: English - Date: 2014-02-03 09:29:01
    10Wellcome Trust / Cognitive neuroscience / Neuropsychology / American psychologists / UCL Neuroscience / ICN / Cognitive science / Developmental cognitive neuroscience / Draft:The Leslie and Susan Gonda Multidisciplinary Brain Research Center at Bar-Ilan University

    國立中央大學 32001 桃園縣中壢市中大路 300 號 E-mail: TEL:(FAX:(

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    Source URL: icn.ncu.edu.tw

    Language: English - Date: 2013-01-28 02:33:48
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