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Scopus Author ID: 56941660900

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Works (22)

Hierarchy of Hybrid Deep Neural Networks for Physical Action Classification by Brain-Computer Interface

CEUR Workshop Proceedings
2022 | Conference paper
EID:

2-s2.0-85146111969

Part of ISSN: 16130073
Contributors: Kostiukevych, K.; Gordienko, Y.; Gordienko, N.; Rokovyi, O.; Stirenko, S.
Source: Self-asserted source
Nikita Gordienko via Scopus - Elsevier

Hybrid Convolutional, Recurrent and Attention-Based Architectures of Deep Neural Networks for Classification of Human-Computer Interaction by Electroencephalography

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2022 | Book
DOI: 10.1007/978-3-031-17618-0_32
EID:

2-s2.0-85140770927

Part of ISSN: 16113349 03029743
Contributors: Gordienko, N.; Rokovyi, O.; Gordienko, Y.; Stirenko, S.
Source: Self-asserted source
Nikita Gordienko via Scopus - Elsevier

Convolutional and Recurrent Neural Networks for Physical Action Forecasting by Brain-Computer Interface

Proceedings of the 11th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, IDAACS 2021
2021 | Conference paper
DOI: 10.1109/IDAACS53288.2021.9660880
EID:

2-s2.0-85124397298
Contributors: Kostiukevych, K.; Stirenko, S.; Gordienko, N.; Rokovyi, O.; Alienin, O.; Gordienko, Y.
Source: Self-asserted source
Nikita Gordienko via Scopus - Elsevier

Deep Learning for Grasp-and-Lift Movement Forecasting Based on Electroencephalography by Brain-Computer Interface

Lecture Notes on Data Engineering and Communications Technologies
2021 | Book
DOI: 10.1007/978-3-030-80475-6_1
EID:

2-s2.0-85111916730

Part of ISSN: 23674520 23674512
Contributors: Gordienko, Y.; Kostiukevych, K.; Gordienko, N.; Rokovyi, O.; Alienin, O.; Stirenko, S.
Source: Self-asserted source
Nikita Gordienko via Scopus - Elsevier

Deep Learning with Noise Data Augmentation and Detrended Fluctuation Analysis for Physical Action Classification by Brain-Computer Interface

2021 8th International Conference on Soft Computing and Machine Intelligence, ISCMI 2021
2021 | Conference paper
DOI: 10.1109/ISCMI53840.2021.9654829
EID:

2-s2.0-85124424160
Contributors: Gordienko, Y.; Kostiukevych, K.; Gordienko, N.; Rokovyi, O.; Alienin, O.; Stirenko, S.
Source: Self-asserted source
Nikita Gordienko via Scopus - Elsevier

“Last mile” optimization of edge computing ecosystem with deep learning models and specialized tensor processing architectures

Advances in Computers
2021 | Book chapter
DOI: 10.1016/bs.adcom.2020.10.003
EID:

2-s2.0-85097100424

Part of ISSN: 00652458
Contributors: Gordienko, Y.; Kochura, Y.; Taran, V.; Gordienko, N.; Rokovyi, O.; Alienin, O.; Stirenko, S.
Source: Self-asserted source
Nikita Gordienko via Scopus - Elsevier

Batch Size Influence on Performance of Graphic and Tensor Processing Units During Training and Inference Phases

Advances in Intelligent Systems and Computing
2020 | Book
DOI: 10.1007/978-3-030-16621-2_61
EID:

2-s2.0-85064567085

Part of ISSN: 21945365 21945357
Contributors: Kochura, Y.; Gordienko, Y.; Taran, V.; Gordienko, N.; Rokovyi, A.; Alienin, O.; Stirenko, S.
Source: Self-asserted source
Nikita Gordienko via Scopus - Elsevier

Scaling Analysis of Specialized Tensor Processing Architectures for Deep Learning Models

Studies in Computational Intelligence
2020 | Book chapter
DOI: 10.1007/978-3-030-31756-0_3
EID:

2-s2.0-85075178177

Part of ISSN: 18609503 1860949X
Contributors: Gordienko, Y.; Kochura, Y.; Taran, V.; Gordienko, N.; Rokovyi, A.; Alienin, O.; Stirenko, S.
Source: Self-asserted source
Nikita Gordienko via Scopus - Elsevier

Adaptive Iterative Pruning for Accelerating Deep Neural Networks

2019 11th International Scientific and Practical Conference on Electronics and Information Technologies, ELIT 2019 - Proceedings
2019 | Conference paper
DOI: 10.1109/ELIT.2019.8892346
EID:

2-s2.0-85075152818
Contributors: Gordienko, Y.; Kochura, Y.; Taran, V.; Gordienko, N.; Bugaiov, A.; Stirenko, S.
Source: Self-asserted source
Nikita Gordienko via Scopus - Elsevier

User-driven intelligent interface on the basis of multimodal augmented reality and brain-computer interaction for people with functional disabilities

Advances in Intelligent Systems and Computing
2019 | Book
DOI: 10.1007/978-3-030-03402-3_43
EID:

2-s2.0-85058512438

Part of ISSN: 21945357
Contributors: Gang, P.; Hui, J.; Stirenko, S.; Gordienko, Y.; Shemsedinov, T.; Alienin, O.; Kochura, Y.; Gordienko, N.; Rojbi, A.; López Benito, J.R. et al.
Source: Self-asserted source
Nikita Gordienko via Scopus - Elsevier

Batch size influence on performance of graphic and tensor processing units during training and inference phases

arXiv
2018 | Other
DOI: 10.48550/arxiv.1812.11731
EID:

2-s2.0-85170115317

Part of ISSN: 23318422
Contributors: Kochura, Y.; Gordienko, Y.; Taran, V.; Gordienko, N.; Rokovyi, A.; Alienin, O.; Stirenko, S.
Source: Self-asserted source
Nikita Gordienko via Scopus - Elsevier

Capsule deep neural network for recognition of historical graffiti handwriting

arXiv
2018 | Other
DOI: 10.48550/arxiv.1809.06693
EID:

2-s2.0-85170333103

Part of ISSN: 23318422
Contributors: Gordienko, N.; Gang, P.; Kochura, Y.; Gordienko, Y.; Taran, V.; Stirenko, S.
Source: Self-asserted source
Nikita Gordienko via Scopus - Elsevier

Gamification for education of the digitally native generation by means of virtual reality, augmented reality, machine learning, and brain-computing interfaces in museums

arXiv
2018 | Other
DOI: 10.48550/arxiv.1806.07842
EID:

2-s2.0-85169741622

Part of ISSN: 23318422
Contributors: Barkova, O.; Pysarevska, N.; Alienin, O.; Hamotsky, S.; Gordienko, N.; Sarnatskyi, V.; Ovcharenko, V.; Tkachenko, M.; Gordienko, Y.; Stirenko, S.
Source: Self-asserted source
Nikita Gordienko via Scopus - Elsevier

Open source dataset and machine learning techniques for automatic recognition of historical Graffiti

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2018 | Book
DOI: 10.1007/978-3-030-04221-9_37
EID:

2-s2.0-85059083378

Part of ISSN: 16113349 03029743
Contributors: Gordienko, N.; Gang, P.; Gordienko, Y.; Zeng, W.; Alienin, O.; Rokovyi, O.; Stirenko, S.
Source: Self-asserted source
Nikita Gordienko via Scopus - Elsevier

Open Source Dataset and Machine Learning Techniques for Automatic Recognition of Historical Graffiti

arXiv
2018 | Other
DOI: 10.48550/arxiv.1808.10862
EID:

2-s2.0-85169865324

Part of ISSN: 23318422
Contributors: Gordienko, N.; Gang, P.; Gordienko, Y.; Zeng, W.; Alienin, O.; Rokovyi, O.; Stirenko, S.
Source: Self-asserted source
Nikita Gordienko via Scopus - Elsevier

Parallel statistical and machine learning methods for estimation of physical load

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2018 | Book
DOI: 10.1007/978-3-030-05051-1_33
EID:

2-s2.0-85058619203

Part of ISSN: 16113349 03029743
Contributors: Stirenko, S.; Gang, P.; Zeng, W.; Gordienko, Y.; Alienin, O.; Rokovyi, O.; Gordienko, N.; Pavliuchenko, I.; Rojbi, A.
Source: Self-asserted source
Nikita Gordienko via Scopus - Elsevier

Parallel Statistical and Machine Learning Methods for Estimation of Physical Load

arXiv
2018 | Other
DOI: 10.48550/arxiv.1808.04760
EID:

2-s2.0-85170730062

Part of ISSN: 23318422
Contributors: Stirenko, S.; Gang, P.; Zeng, W.; Gordienko, Y.; Alienin, O.; Rokovyi, O.; Gordienko, N.; Pavliuchenko, I.; Rojbi, A.
Source: Self-asserted source
Nikita Gordienko via Scopus - Elsevier

Performance evaluation of deep learning networks for semantic segmentation of traffic stereo-pair images

ACM International Conference Proceeding Series
2018 | Conference paper
DOI: 10.1145/3274005.3274032
EID:

2-s2.0-85061123786
Contributors: Taran, V.; Gordienko, Y.; Gordienko, N.; Rokovyi, A.; Kochura, Y.; Alienin, O.; Stirenko, S.
Source: Self-asserted source
Nikita Gordienko via Scopus - Elsevier

Performance Evaluation of Deep Learning Networks for Semantic Segmentation of Traffic Stereo-Pair Images

arXiv
2018 | Other
DOI: 10.48550/arxiv.1806.01896
EID:

2-s2.0-85170795372

Part of ISSN: 23318422
Contributors: Taran, V.; Gordienko, N.; Kochura, Y.; Gordienko, Y.; Rokovyi, A.; Alienin, O.; Stirenko, S.
Source: Self-asserted source
Nikita Gordienko via Scopus - Elsevier

Deep learning for fatigue estimation on the basis of multimodal human-machine interactions

arXiv
2017 | Other
DOI: 10.48550/arxiv.1801.06048
EID:

2-s2.0-85169495397

Part of ISSN: 23318422
Contributors: Gordienko, Y.; Stirenko, S.; Kochura, Y.; Alienin, O.; Novotarskiy, M.; Gordienko, N.; Rojbi, A.
Source: Self-asserted source
Nikita Gordienko via Scopus - Elsevier

User-driven intelligent interface on the basis of multimodal augmented reality and brain-computer interaction for people with functional disabilities

arXiv
2017 | Other
DOI: 10.48550/arxiv.1704.05915
EID:

2-s2.0-85169643721

Part of ISSN: 23318422
Contributors: Stirenko, S.; Gordienko, Yu.; Shemsedinov, T.; Alienin, O.; Kochura, Yu.; Gordienko, N.; Rojbi, A.; López Benito, J.R.; Artetxe González, E.
Source: Self-asserted source
Nikita Gordienko via Scopus - Elsevier

Synergy of volunteer measurements and volunteer computing for effective data collecting, processing, simulating and analyzing on a worldwide scale

2015 38th International Convention on Information and Communication Technology, Electronics and Microelectronics, MIPRO 2015 - Proceedings
2015 | Conference paper
DOI: 10.1109/MIPRO.2015.7160263
EID:

2-s2.0-84946126820
Contributors: Gordienko, N.; Lodygensky, O.; Fedak, G.; Gordienko, Yu.
Source: Self-asserted source
Nikita Gordienko via Scopus - Elsevier
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