Yuriy Kochura

发表

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

Yuri Gordienko, Yuriy Kochura, Vlad Taran, 2018, Advances in Computer Science for Engineering and Education II.

Dimensionality reduction in deep learning for chest X-ray analysis of lung cancer

Peng Gang, Wei Zeng, Zhen Wang, 2018, 2018 Tenth International Conference on Advanced Computational Intelligence (ICACI).

Capsule Deep Neural Network for Recognition of Historical Graffiti Handwriting pdf

Peng Gang, Yuri Gordienko, Yuriy Kochura, 2018, ArXiv.

Chapter Nine - "Last mile" optimization of edge computing ecosystem with deep learning models and specialized tensor processing architectures

Yuriy Kochura, Vlad Taran, Nikita Gordienko, 2021, Adv. Comput..

Deep Learning with Lung Segmentation and Bone Shadow Exclusion Techniques for Chest X-Ray Analysis of Lung Cancer pdf

Wei Zeng, Peng Gang, Jiang Hui, 2017, ArXiv.

Deep Learning for Fatigue Estimation on the Basis of Multimodal Human-Machine Interactions pdf

Yuri Gordienko, Yuriy Kochura, Nikita Gordienko, 2017, ArXiv.

User-driven Intelligent Interface on the Basis of Multimodal Augmented Reality and Brain-Computer Interaction for People with Functional Disabilities pdf

Yuri Gordienko, Yuriy Kochura, Nikita Gordienko, 2017, Advances in Intelligent Systems and Computing.

Chest X-Ray Analysis of Tuberculosis by Deep Learning with Segmentation and Augmentation

Wei Zeng, Peng Gang, Yuri Gordienko, 2018, 2018 IEEE 38th International Conference on Electronics and Nanotechnology (ELNANO).

Effect of Data Augmentation and Lung Mask Segmentation for Automated Chest Radiograph Interpretation of Some Lung Diseases

Peng Gang, Wei Zeng, Yuriy Kochura, 2019, ICONIP.

Comparative performance analysis of neural networks architectures on H2O platform for various activation functions

Yuri Gordienko, Yuriy Kochura, Sergii Stirenko, 2017, 2017 IEEE International Young Scientists Forum on Applied Physics and Engineering (YSF).

Comparative analysis of open source frameworks for machine learning with use case in single-threaded and multi-threaded modes

Yuri Gordienko, Yuriy Kochura, Oleg Alienin, 2017, 2017 12th International Scientific and Technical Conference on Computer Sciences and Information Technologies (CSIT).

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

Yuriy Kochura, Vlad Taran, Nikita Gordienko, 2018, CompSysTech.

Performance Analysis of Open Source Machine Learning Frameworks for Various Parameters in Single-Threaded and Multi-Threaded Modes pdf

Yuri Gordienko, Yuriy Kochura, Oleg Alienin, 2017, ArXiv.

Scaling Analysis of Specialized Tensor Processing Architectures for Deep Learning Models

Yuriy Kochura, Vlad Taran, Nikita Gordienko, 2019, Deep Learning: Concepts and Architectures.

Adaptive Iterative Pruning for Accelerating Deep Neural Networks

Yuriy Kochura, Vlad Taran, Nikita Gordienko, 2019, 2019 XIth International Scientific and Practical Conference on Electronics and Information Technologies (ELIT).

Deep Learning for Melanoma Detection with Testing Time Data Augmentation

Yuri Gordienko, Yuriy Kochura, Oleg Alienin, 2021, Advances in Artificial Systems for Logistics Engineering.