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    Chapter and Conference Paper

    Classification of Schizophrenia Patients and Healthy Controls Using ICA of Complex-Valued fMRI Data and Convolutional Neural Networks

    Deep learning has contributed greatly to functional magnetic resonance imaging (fMRI) analysis, however, spatial maps derived from fMRI data by independent component analysis (ICA), as promising biomarkers, ha...

    Yue Qiu, Qiu-Hua Lin, Li-Dan Kuang, Wen-Da Zhao… in Advances in Neural Networks – ISNN 2019 (2019)

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    Chapter and Conference Paper

    A Deep Learning Approach to Detecting Changes in Buildings from Aerial Images

    Detecting building changes via aerial images acquired at different times is important in the urban planning and geographic information updating. Deep learning solutions have high potential in improving detecti...

    Bin Sun, Guo-Zhong Li, Min Han, Qiu-Hua Lin in Advances in Neural Networks – ISNN 2019 (2019)

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    Chapter and Conference Paper

    Canonical Polyadic Decomposition with Constant Modulus Constraint: Application to Polarization Sensitive Array Processing

    We consider the joint estimation of direction-of-arrival (DOA) and polarization of constant modulus (CM) signals based on a polarization sensitive array. We propose an algebraic algorithm for canonical polyadi...

    **-Wei Yang, **ao-Feng Gong, Lu-Ming Wang… in Advances in Neural Networks – ISNN 2019 (2019)