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    • ROM-based inference method built on deep learning for sleep stage classification 

      AlMeer M.H.; Hassen H.; Nawaz N. ( UIKTEN - Association for Information Communication Technology Education and Science , 2019 , Article)
      We used a classical deep feedforward neural network (DFFNN) for an automatic sleep stage scoring based on a single-channel EEG signal. We used an open-available dataset, randomly selecting one healthy young adult for both ...

    • WSNet - Convolutional Neural Networkbased Word Spotting for Arabic and English Handwritten Documents 

      Mohammed, Hanadi Hassen; Subramanian, Nandhini; Al-Maadeed, Somaya; Bouridane, Ahmed ( UIKTEN - Association for Information Communication Technology Education and Science , 2022 , Article)
      This paper proposes a new convolutional neural network architecture to tackle the problem of word spotting in handwritten documents. A Deep learning approach using a novel Convolutional Neural Network is developed for the ...