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    ICASSP
    2011
    IEEE
    187views Signal Processing» more  ICASSP 2011»
    Identification of MISO nonlinear systems via the semiparametric approach
    12 years 11 months ago
    Identification of MISO nonlinear systems via the semiparametric approach
    Download  mirlab.org
    In this paper we examine a class of multiple-input, singleoutput (MISO) nonlinear systems of the block-oriented structure. In particular, we focus on MISO Hammerstein systems bein...
    Jiaqing Lv, Miroslaw Pawlak
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    NIPS
    2008
    210views Information Technology» more  NIPS 2008»
    Accelerating Bayesian Inference over Nonlinear Differential Equations with Gaussian Processes
    13 years 9 months ago
    Accelerating Bayesian Inference over Nonlinear Differential Equations with Gaussian Processes
    Download  www.dcs.gla.ac.uk
    Identification and comparison of nonlinear dynamical system models using noisy and sparse experimental data is a vital task in many fields, however current methods are computation...
    Ben Calderhead, Mark Girolami, Neil D. Lawrence
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