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Information × Registration Number 0213U001289, 0110U001247 , R & D reports Title Development the theory of stably-plastic neuron networks for the decision the tasks of classification, optimization and management dynamic objects popup.stage_title Head Dmitrienko Valery, Registration Date 08-02-2013 Organization The Kharkov state polytechnical university popup.description2 A research object is processes of creation on the basis of artificial нейронних networks (NN) of the systems of support of making decision, design systems, classification, control system by difficult dynamic objects in the conditions of a priori substantial vagueness, systems of design, analysis and protecting from the electromagnetic impulses of natural and artificial origin of different difficult objects. Purpose of work: Development of theoretical bases of discrete одномодульных neuron networks of adaptive resonance theory with new architecture, adapting oneself to the dimension of entrance vectors, symmetric relatively component 0 and 1 entrance vectors by the algorithms of teaching of NN of adaptive resonance theory (ART), by the new algorithms of teaching with a teacher and without him, taking into account the order of producing of images, by absence of degradation and reproduction of classes during classification of зашумленных vectors, with the great numbers of possible decisions for the decision of tasks of recognition, design, management and optimization of dynamic processes in the conditions of a priori substantial vagueness, in particular, control system and control for Ukrainian дизель-поездов with an asynchronous hauling drive; systems of design and analysis by NN of electromagnetic compatibility and protecting from the electromagnetic impulses of natural and artificial origin of different objects (in particular, aircrafts), development of the medical diagnostic systems, systems of support of making decision at лезвийной treatment optical polymeric and other wares. Research methods are a theory of neuron networks of adaptive resonance, theory of electromagnetic processes, theory of treatment of optical polymers, theory of hauling asynchronous drive. Product Description popup.authors Заковоротний Олександр Юрійович Заполовський Микола Йосипович Ліпчанський Максим Валентинович Леонов Сергій Юрійович Мезенцев Микола Вікторович Носков Валентин Іванович Пиліпенко Оксана Валентинівна Поворознюк Анатолій Іванович Серков Олександр Анатолієвич Хавіна Інна Петрівна popup.nrat_date 2020-04-02 Close