Výsledky vyhledávání - "Ryalat, Mutaz"

Akademický článek

A CNN-BiLSTM Deep Learning Model for Automatic Scoring of EEG Signals

Autor: ElMoaqet Hisham, Eid Mohammad, Ryalat Mutaz, Penzel Thomas

Publikováno v: Current Directions in Biomedical Engineering, Vol 9, Iss 1, Pp 642-645 (2023)

Recently, several automatic sleep stage classification methods have been proposed based on deep learning using convolutional (CNN) and recurrent (RNN) neural networks. However, the state of the art CNN methods are still complex which usually require

Externí odkaz: https://doaj.org/article/7fee7d454d7d49e7bb494cde9563b8f6

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Akademický článek

An End-to-End Deep Leaning Approach for Sleep-Wake Classification Using Single Channel EEG Signals

Autor: El-Moaqet Hisham, Eid Mohammad, Ryalat Mutaz, Penzel Thomas

Publikováno v: Current Directions in Biomedical Engineering, Vol 8, Iss 2, Pp 801-804 (2022)

Sleep quality has a significant impact on human physical and mental health. The detection of sleep-wake states is thus of significant importance in the study of sleep. The performance of classical machine learning models for automated sleep detection

Externí odkaz: https://doaj.org/article/37bdf9afa606458498867be3e1f81e3c

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Dissertation/ Thesis

Design and implementation of nonlinear and robust control for Hamiltonian systems : the passivity-based control approach

Autor: Ryalat, Mutaz

Recently, control techniques that adopt the geometrical structure and physical properties of dynamical systems have gained a lot of interest. In this thesis, we address nonlinear and robust control problems for systems represented by port-controlled

Externí odkaz: https://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.690227