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apps Other research product2024 GreeceAuthors: Giannopoulos, Anastasios;Giannopoulos, Anastasios;All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://www.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=od______1168::13e5c32e95986b02034a09ab9f7c4956&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eu0 citations 0 popularity Average influence Average impulse Average Powered by BIP!more_vert All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://www.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=od______1168::13e5c32e95986b02034a09ab9f7c4956&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.euapps Other research product2022 GreeceAuthors: Kontopoulou, Vaia;Kontopoulou, Vaia;All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://www.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=od______1168::20d7ee9d126800844807a4967e39ac51&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eu0 citations 0 popularity Average influence Average impulse Average Powered by BIP!more_vert All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://www.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=od______1168::20d7ee9d126800844807a4967e39ac51&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.euapps Other research product2022 GreeceAuthors: Papadopoulou, Eleni;Papadopoulou, Eleni;All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://www.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=od______1168::4ceceed9bc0f9259d7a82574f01df8d7&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eu0 citations 0 popularity Average influence Average impulse Average Powered by BIP!more_vert All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://www.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=od______1168::4ceceed9bc0f9259d7a82574f01df8d7&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.euapps Other research product2022 GreeceAuthors: Anastasios, Mentzelopoulos;Anastasios, Mentzelopoulos;All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://www.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=od______1168::898224a57685d591ab0ec02708005c24&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eu0 citations 0 popularity Average influence Average impulse Average Powered by BIP!more_vert All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://www.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=od______1168::898224a57685d591ab0ec02708005c24&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.euapps Other research product2022 GreeceAuthors: Mentzelopoulos, Anastasios;Mentzelopoulos, Anastasios;All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://www.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=od______1168::4ec972024c12f6081134bad1f3da0706&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eu0 citations 0 popularity Average influence Average impulse Average Powered by BIP!more_vert All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://www.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=od______1168::4ec972024c12f6081134bad1f3da0706&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.euapps Other research product2022 GreeceAuthors: Nte Pian, Maria-Eleni;Nte Pian, Maria-Eleni;All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://www.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=od______1168::f62e43dc2f882799240af8a1410a6c47&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eu0 citations 0 popularity Average influence Average impulse Average Powered by BIP!more_vert All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://www.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=od______1168::f62e43dc2f882799240af8a1410a6c47&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.euapps Other research product2022 GreeceAuthors: Gallos K., Ioannis;Gallos K., Ioannis;All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://www.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=od______1168::8167719407f5285ff7dd793efb0a4302&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eu0 citations 0 popularity Average influence Average impulse Average Powered by BIP!more_vert All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://www.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=od______1168::8167719407f5285ff7dd793efb0a4302&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.euapps Other research product2022 GreeceAuthors: Loukas, Nikolaos;Loukas, Nikolaos;All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://www.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=od______1168::7fc826ba05486ca84d99a045552701ce&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eu0 citations 0 popularity Average influence Average impulse Average Powered by BIP!more_vert All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://www.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=od______1168::7fc826ba05486ca84d99a045552701ce&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.euapps Other research product2022 GreeceAuthors: Avramidis, Kleanthis;Avramidis, Kleanthis;All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://www.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=od______1168::3e01b8a0c8005db68d5068ff779ca92f&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eu0 citations 0 popularity Average influence Average impulse Average Powered by BIP!more_vert All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://www.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=od______1168::3e01b8a0c8005db68d5068ff779ca92f&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.euapps Other research product2022 Russian Federation RussianЦелью данной работы является разработка модели классификации моторных образов на основе инструментов глубокого обучения и преобразования Gramian Angular Field. В выпускной квалификационной работе рассмотрены современные подходы в проектировании систем BCI, извлечении признаков и классификации электроэнцефалограмм. Подготовлены обучающие данные и проведены эксперименты на различных архитектурах глубоких сетей для поиска оптимальных параметров входных данных, а также протестирован метод классификации, учитывающий соседние временные окна сигналов. Была разработана и оптимизирована модель нейронной сети, а также приведены результаты её обучения. The aim of this work is to develop a model of motor image classification based on deep learning tools and Gramian Angular Field transformation. In this paper the modern approaches in BCI system design, feature extraction and classification of electroencephalograms are considered. Training data were prepared and experiments were conducted on different deep network architectures to find the optimal input data parameters, and a classification method was tested that takes into account the neighboring time windows of signals. A neural network model was developed and optimized, and the results of its training were presented.
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For further information contact us at helpdesk@openaire.eu0 citations 0 popularity Average influence Average impulse Average Powered by BIP!more_vert All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://www.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=od______3626::ffc925957359b18be5a86b3e5e382386&type=result"></script>'); --> </script>
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apps Other research product2024 GreeceAuthors: Giannopoulos, Anastasios;Giannopoulos, Anastasios;All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://www.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=od______1168::13e5c32e95986b02034a09ab9f7c4956&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eu0 citations 0 popularity Average influence Average impulse Average Powered by BIP!more_vert All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://www.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=od______1168::13e5c32e95986b02034a09ab9f7c4956&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.euapps Other research product2022 GreeceAuthors: Kontopoulou, Vaia;Kontopoulou, Vaia;All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://www.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=od______1168::20d7ee9d126800844807a4967e39ac51&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eu0 citations 0 popularity Average influence Average impulse Average Powered by BIP!more_vert All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://www.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=od______1168::20d7ee9d126800844807a4967e39ac51&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.euapps Other research product2022 GreeceAuthors: Papadopoulou, Eleni;Papadopoulou, Eleni;All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://www.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=od______1168::4ceceed9bc0f9259d7a82574f01df8d7&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eu0 citations 0 popularity Average influence Average impulse Average Powered by BIP!more_vert All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://www.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=od______1168::4ceceed9bc0f9259d7a82574f01df8d7&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.euapps Other research product2022 GreeceAuthors: Anastasios, Mentzelopoulos;Anastasios, Mentzelopoulos;All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://www.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=od______1168::898224a57685d591ab0ec02708005c24&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eu0 citations 0 popularity Average influence Average impulse Average Powered by BIP!more_vert All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://www.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=od______1168::898224a57685d591ab0ec02708005c24&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.euapps Other research product2022 GreeceAuthors: Mentzelopoulos, Anastasios;Mentzelopoulos, Anastasios;All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://www.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=od______1168::4ec972024c12f6081134bad1f3da0706&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eu0 citations 0 popularity Average influence Average impulse Average Powered by BIP!more_vert All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://www.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=od______1168::4ec972024c12f6081134bad1f3da0706&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.euapps Other research product2022 GreeceAuthors: Nte Pian, Maria-Eleni;Nte Pian, Maria-Eleni;All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://www.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=od______1168::f62e43dc2f882799240af8a1410a6c47&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eu0 citations 0 popularity Average influence Average impulse Average Powered by BIP!more_vert All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://www.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=od______1168::f62e43dc2f882799240af8a1410a6c47&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.euapps Other research product2022 GreeceAuthors: Gallos K., Ioannis;Gallos K., Ioannis;All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://www.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=od______1168::8167719407f5285ff7dd793efb0a4302&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eu0 citations 0 popularity Average influence Average impulse Average Powered by BIP!more_vert All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://www.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=od______1168::8167719407f5285ff7dd793efb0a4302&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.euapps Other research product2022 GreeceAuthors: Loukas, Nikolaos;Loukas, Nikolaos;All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://www.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=od______1168::7fc826ba05486ca84d99a045552701ce&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eu0 citations 0 popularity Average influence Average impulse Average Powered by BIP!more_vert All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://www.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=od______1168::7fc826ba05486ca84d99a045552701ce&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.euapps Other research product2022 GreeceAuthors: Avramidis, Kleanthis;Avramidis, Kleanthis;All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://www.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=od______1168::3e01b8a0c8005db68d5068ff779ca92f&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eu0 citations 0 popularity Average influence Average impulse Average Powered by BIP!more_vert All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://www.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=od______1168::3e01b8a0c8005db68d5068ff779ca92f&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.euapps Other research product2022 Russian Federation RussianЦелью данной работы является разработка модели классификации моторных образов на основе инструментов глубокого обучения и преобразования Gramian Angular Field. В выпускной квалификационной работе рассмотрены современные подходы в проектировании систем BCI, извлечении признаков и классификации электроэнцефалограмм. Подготовлены обучающие данные и проведены эксперименты на различных архитектурах глубоких сетей для поиска оптимальных параметров входных данных, а также протестирован метод классификации, учитывающий соседние временные окна сигналов. Была разработана и оптимизирована модель нейронной сети, а также приведены результаты её обучения. The aim of this work is to develop a model of motor image classification based on deep learning tools and Gramian Angular Field transformation. In this paper the modern approaches in BCI system design, feature extraction and classification of electroencephalograms are considered. Training data were prepared and experiments were conducted on different deep network architectures to find the optimal input data parameters, and a classification method was tested that takes into account the neighboring time windows of signals. A neural network model was developed and optimized, and the results of its training were presented.
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For further information contact us at helpdesk@openaire.eu0 citations 0 popularity Average influence Average impulse Average Powered by BIP!more_vert All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://www.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=od______3626::ffc925957359b18be5a86b3e5e382386&type=result"></script>'); --> </script>
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