Vladimir Golovko (Головко Владимир Адамович)
Vladimir Golovko (Головко Владимир Адамович)
Brest State Technical University (Belarus, Беларусь), Брестский государственный технический
Verified email at bstu.by
Title
Cited by
Cited by
Year
Нейронные сети: обучение, организация и применение
ВА Головко
Кн, 2001
7102001
Нейроинтеллект: Теория и применениe
ВА Головко
Книга 2, 1999
1481999
Neural Networks: training, organization and applications
V Golovko, A Galushkin
Moscow: Radiotechnika 256, 2001
112*2001
Нейросетевые методы обработки хаотических процессов
ВА Головко
VII Всероссийская научно-техническая конференция «Нейроинформатика, 43-91, 2005
67*2005
Dimensionality reduction and attack recognition using neural network approaches
VA Golovko, LU Vaitsekhovich, PA Kochurko, US Rubanau
2007 International Joint Conference on Neural Networks, 2734-2739, 2007
522007
A learning technique for deep belief neural networks
V Golovko, A Kroshchanka, U Rubanau, S Jankowski
Neural Networks and Artificial Intelligence 440, 136-146, 2014
462014
Sensor errors prediction using neural networks
A Sachenko, V Kochan, V Turchenko, V Golovko, J Savitsky, A Dunets, ...
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural …, 2000
442000
Deep learning: an overview and main paradigms
VA Golovko
Optical memory and neural networks 26 (1), 1-17, 2017
422017
Neural networks for signal processing in measurement analysis and industrial applications: the case of chaotic signal processing
V Golovko, Y Savitsky, N Maniakov
NATO SCIENCE SERIES SUB SERIES III COMPUTER AND SYSTEMS SCIENCES 185, 119-144, 2003
422003
Нейросетевые технологии обработки данных: учеб. пособие/ВА Головко, ВВ Краснопрошин
ВВ Краснопрошин, ВА Головко
Минск: БГУ, 2017
41*2017
От многослойных персептронов к нейронным сетям глубокого доверия: парадигмы обучения и применение.
ВА Головко
Лекции по нейроинформатике ISBN 978–5–7262–2046–8, 47-84, 2015
40*2015
Deep neural network for image recognition based on the Caffe framework
M Komar, P Yakobchuk, V Golovko, V Dorosh, A Sachenko
2018 IEEE Second International Conference on Data Stream Mining & Processing …, 2018
392018
Neural network and artificial immune systems for malware and network intrusion detection
V Golovko, S Bezobrazov, P Kachurka, L Vaitsekhovich
Advances in machine learning II, 485-513, 2010
392010
Neural Networks: training, models and applications
V Golovko, A Galushkin
Moscow: Radiotechnika 256, 2001
392001
Development of neural network immune detectors for computer attacks recognition and classification
M Komar, V Golovko, A Sachenko, S Bezobrazov
2013 IEEE 7th International Conference on Intelligent Data Acquisition and …, 2013
372013
под ред. проф. АИ Галушкина Нейронные сети: обучение, организация и применение
ВА Головко
Москва: ИПРЖР, 2001
34*2001
Neural Networks: Training
VA Golovko, A Galushkin
Organization, and Application [in Russian], AI Galushkin (ed.), IPRZhR, Moscow, 2001
33*2001
Technique of learning rate estimation for efficient training of MLP
V Golovko, Y Savitsky, T Laopoulos, A Sachenko, L Grandinetti
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural …, 2000
332000
The nature of unsupervised learning in deep neural networks: A new understanding and novel approach
V Golovko, A Kroshchanka, D Treadwell
Optical memory and neural networks 25 (3), 127-141, 2016
322016
Intelligent system for detection of networking intrusion
M Komar, V Golovko, A Sachenko, S Bezobrazov
Proceedings of the 6th IEEE International Conference on Intelligent Data …, 2011
282011
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