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  • DEEP LEARNING TECHNOLOGY OF CONVOLUTIONAL NEURAL NETWORKS FOR FACIAL EXPRESSION RECOGNITION 
    Petrosiuk, Denys Valeriiovych; Петросюк, Денис Валерійович; Arsirii, Olena Oleksandrivna; Арсірій, Олена Олександрівна; Babilunha, Oksana Yurievna; Бабілунга, Оксана Юрійовна; Nikolenko, Anatolii Oleksandrovych; Ніколенко, Анатолій Олександрович (Odessa National Polytechnic University, 2021-03-30)
    The application of deep learning convolutional neural networks for solving the problem of automated facial expression recognition and determination of emotions of a person is analyzed. It is proposed to use the advantages ...
  • DISCRETE APPROXIMATION OF CONTINUOUS OBJECTS WITH MATLAB 
    Tolochko, Olga Ivanivna; Толочко, Ольга Iванівна; Palis, Stefan; Паліс, Стефан; Burmelov, Oleksii Olegovich; Бурмельов, Олексій Олегович; Kaluhin, Danylo Vladyslavovych; Калугін, Данило Владиславович (Odessa National Polytechnic University, 2021-03-30)
    This work is dedicated to the study of various discrete approximation methods for continuous links, which is the obligatory step in the digital control systems synthesis for continuous dynamic objects and the guidelines ...
  • DISTRIBUTED DEEP LEARNING FRAMEWORK FOR SMART BUILDING TRANSDUCER NETWORK 
    Lobachev, Ivan M.; Лобачев, Іван Михайлович; Antoshchuk, Svitlana G.; Антощук, Світлана Григорівна; Hodovychenko, Mykola A.; Годовиченко, Микола Анатолійович (Odessa National Polytechnic University, 2021-03-30)
    This work is devoted to the development of a distributed framework based on deep learning for processing data from various sensors that are generated by transducer networks that are used in the field of smart buildings. ...
  • IMPROVING FPGA COMPONENTS OF CRITICAL SYSTEMS BASED ON NATURAL VERSION REDUNDANCY 
    Drozd, Oleksandr V.; Дрозд, Олександр Валентинович; Rucinski, Andrzej; Русінський, Анджей; Zashcholkin, Kostiantyn V.; Защолкін, Костянтин Вячеславович; Drozd, Myroslav O.; Дрозд, Мирослав Олександрович; Sulima, Yulian Yu.; Суліма, Юліан Юрійович (Odessa National Polytechnic University, 2021-03-30)
    The article is devoted to the problem of improving FPGA (Field Programmable Gate Array) components developed for safetyrelated systems. FPGA components are improved in the checkability of their circuits and the trustworthiness ...
  • PASSIVITY-BASED CONTROL SYSTEM FOR STAND-ALONE HYBRID ELECTROGENERATING COMPLEX 
    Biletskyi, Yurii Olegovych; Білецький, Юрій Олегович; Щур, Ігор Зенонович; Shchur, Ihor Zenonovich; Кузик, Ростислав-Іван; Kuzyk, Rostyslav-Ivan (Odessa National Polytechnic University, 2021-03-30)
    The desire for energy independence presupposes the use of various types of elements for energy generation from renewable sources, for the stand-alone operation of which energy storage devices are required. A power generation ...