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    NIPS
    1997
    208views Information Technology» more  NIPS 1997»
    Extended ICA Removes Artifacts from Electroencephalographic Recordings
    13 years 11 months ago
    Extended ICA Removes Artifacts from Electroencephalographic Recordings
    Download  papers.cnl.salk.edu
    Severe contamination of electroencephalographic (EEG) activity by eye movements, blinks, muscle, heart and line noise is a serious problem for EEG interpretation and analysis. Rej...
    Tzyy-Ping Jung, Colin Humphries, Te-Won Lee, Scott...
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    NIPS
    1997
    79views Information Technology» more  NIPS 1997»
    Relative Loss Bounds for Multidimensional Regression Problems
    13 years 11 months ago
    Relative Loss Bounds for Multidimensional Regression Problems
    Download  users.soe.ucsc.edu
    We study on-line generalized linear regression with multidimensional outputs, i.e., neural networks with multiple output nodes but no hidden nodes. We allow at the final layer tra...
    Jyrki Kivinen, Manfred K. Warmuth
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    NIPS
    1997
    96views Information Technology» more  NIPS 1997»
    Learning Generative Models with the Up-Propagation Algorithm
    13 years 11 months ago
    Learning Generative Models with the Up-Propagation Algorithm
    Download  hebb.mit.edu
    Up-propagation is an algorithm for inverting and learning neural network generative models. Sensory input is processed by inverting a model that generates patterns from hidden var...
    Jong-Hoon Oh, H. Sebastian Seung
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    NIPS
    1997
    211views Information Technology» more  NIPS 1997»
    EM Algorithms for PCA and SPCA
    13 years 11 months ago
    EM Algorithms for PCA and SPCA
    Download  www.cs.nyu.edu
    I present an expectation-maximization (EM) algorithm for principal component analysis (PCA). The algorithm allows a few eigenvectors and eigenvalues to be extracted from large col...
    Sam T. Roweis
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    NIPS
    1997
    92views Information Technology» more  NIPS 1997»
    Minimax and Hamiltonian Dynamics of Excitatory-Inhibitory Networks
    13 years 11 months ago
    Minimax and Hamiltonian Dynamics of Excitatory-Inhibitory Networks
    Download  hebb.mit.edu
    A Lyapunov function for excitatory-inhibitory networks is constructed. The construction assumes symmetric interactions within excitatory and inhibitory populations of neurons, and...
    H. Sebastian Seung, Tom J. Richardson, J. C. Lagar...
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