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1

Solving a classification task by spiking neural network with STDP based on rate and temporal input encoding

Sboev, Alexander, Serenko, Alexey, Rybka, Roman, Vlasov, Danila

Journal:

Mathematical Methods in the Applied Sciences

Year:

2020

Language:

english

File:

PDF, 383 KB

english, 2020

2

Solving a classification task by spiking neurons with STDP and temporal coding

Sboev, Alexander, Vlasov, Danila, Rybka, Roman, Serenko, Alexey

Journal:

Procedia Computer Science

Year:

2018

Language:

english

File:

PDF, 651 KB

english, 2018

3

Automatic gender identification of author of Russian text by machine learning and neural net algorithms in case of gender deception

Sboev, Alexander, Moloshnikov, Ivan, Gudovskikh, Dmitry, Selivanov, Anton, Rybka, Roman, Litvinova, Tatiana

Journal:

Procedia Computer Science

Year:

2018

Language:

english

File:

PDF, 389 KB

english, 2018

4

Deep Learning neural nets versus traditional machine learning in gender identification of authors of RusProfiling texts

Sboev, Alexander, Moloshnikov, Ivan, Gudovskikh, Dmitry, Selivanov, Anton, Rybka, Roman, Litvinova, Tatiana

Journal:

Procedia Computer Science

Year:

2018

Language:

english

File:

PDF, 419 KB

english, 2018

5

AIP Conference Proceedings [AIP Publishing CENTRAL EUROPEAN SYMPOSIUM ON THERMOPHYSICS 2019 (CEST) - Banska Bystrica, Slovakia (16–18 October 2019)] CENTRAL EUROPEAN SYMPOSIUM ON THERMOPHYSICS 2019 (CEST) - A gender identification of text author in mixture of Russian multi-genre texts with distortions on base of data-driven approach using machine learning models

Sboev, Aleksandr, Gudovskikh, Dmitry, Moloshnikov, Ivan, Rybka, Roman

Year:

2019

Language:

english

File:

PDF, 1.28 MB

english, 2019

6

[IEEE 2015 International Conference on Computational Science and Computational Intelligence (CSCI) - Las Vegas, NV, USA (2015.12.7-2015.12.9)] 2015 International Conference on Computational Science and Computational Intelligence (CSCI) - Visualization of Subtopics of the Thematic Document Collection Using the Context-Semantic Graph

Sboev, Alexander, Moloshnikov, Ivan, Gudovskikh, Dmitry, Rybka, Roman

Year:

2015

Language:

english

File:

PDF, 2.44 MB

english, 2015

7

[IEEE 2015 Artificial Intelligence and Natural Language and Information Extraction, Social Media and Web Search FRUCT Conference (AINL-ISMW FRUCT) - St. Petersburg, Russia (2015.11.9-2015.11.14)] 2015 Artificial Intelligence and Natural Language and Information Extraction, Social Media and Web Search FRUCT Conference (AINL-ISMW FRUCT) - Morpho-syntactic parsing based on neural networks and corpus data

Rybka, Roman, Sboev, Alexander, Moloshnikov, Ivan, Gudovskikh, Dmitry

Year:

2015

Language:

english

File:

PDF, 282 KB

english, 2015

8

A comparison of learning abilities of spiking networks with different spike timing-dependent plasticity forms

Sboev, Alexander, Vlasov, Danila, Serenko, Alexey, Rybka, Roman, Moloshnikov, Ivan

Journal:

Journal of Physics Conference Series

Year:

2016

Language:

english

File:

PDF, 1.18 MB

english, 2016

9

Evaluation of the Cardiovascular Risk in Middle-aged Workers: An Artificial Neural Networks-based Approach

Sboev, Alexander, Gorokhova, Svetlana, Pfaf, Viktor, Moloshnikov, Ivan, Gudovskikh, Dmitry, Rybka, Roman, Selivanov, Anton, Serenko, Aleksey

Journal:

Procedia Computer Science

Year:

2016

Language:

english

File:

PDF, 156 KB

english, 2016

10

Machine Learning Models of Text Categorization by Author Gender Using Topic-independent Features

Sboev, Aleksandr, Litvinova, Tatiana, Gudovskikh, Dmitry, Rybka, Roman, Moloshnikov, Ivan

Journal:

Procedia Computer Science

Year:

2016

Language:

english

File:

PDF, 361 KB

english, 2016

11

[IEEE 2016 International Conference on Computational Science and Computational Intelligence (CSCI) - Las Vegas, NV, USA (2016.12.15-2016.12.17)] 2016 International Conference on Computational Science and Computational Intelligence (CSCI) - Deep Learning Network Models to Categorize Texts According to Author's Gender and to Identify Text Sentiment

Sboev, Aleksandr, Litvinova, Tatiana, Voronina, Irina, Gudovskikh, Dmitry, Rybka, Roman

Year:

2016

Language:

english

File:

PDF, 205 KB

english, 2016

12

[IEEE 2016 International Conference on Computational Science and Computational Intelligence (CSCI) - Las Vegas, NV, USA (2016.12.15-2016.12.17)] 2016 International Conference on Computational Science and Computational Intelligence (CSCI) - Syntactic Model for Russian: Deep Learning Models with Dependency Parsing Scheme

Sboev, Alexandr, Rybka, Roman, Gudovskikh, Dmitry, Moloshnikov, Ivan, Selivanov, Anton, Ivanov, Igor

Year:

2016

Language:

english

File:

PDF, 382 KB

english, 2016

13

Analytical properties of the perturbed FitzHugh-Nagumo model

Kudryashov, Nikolay A., Rybka, Roman B., Sboev, Aleksander G.

Journal:

Applied Mathematics Letters

Year:

2017

Language:

english

File:

PDF, 388 KB

english, 2017

14

On the effect of stabilizing mean firing rate of a neuron due to STDP

Sboev, Alexander, Rybka, Roman, Serenko, Alexey

Journal:

Procedia Computer Science

Year:

2017

Language:

english

File:

PDF, 458 KB

english, 2017

15

Proteomic Analysis of Outer Membrane Proteins from Salmonella Enteritidis Strains with Different Sensitivity to Human Serum

Dudek, Bartłomiej, Krzyżewska, Eva, Kapczyńska, Katarzyna, Rybka, Jacek, Pawlak, Aleksandra, Korzekwa, Kamila, Klausa, Elżbieta, Bugla-Płoskońska, Gabriela, Gerlach, Roman G.

Journal:

Year:

2016

Language:

english

File:

PDF, 1.87 MB

english, 2016

16

AIP Conference Proceedings [AIP Publishing CENTRAL EUROPEAN SYMPOSIUM ON THERMOPHYSICS 2019 (CEST) - Banska Bystrica, Slovakia (16–18 October 2019)] CENTRAL EUROPEAN SYMPOSIUM ON THERMOPHYSICS 2019 (CEST) - Influence of input encoding on solving a classification task by spiking neural network with STDP

Sboev, Aleksandr, Serenko, Alexey, Rybka, Roman, Vlasov, Danila

Year:

2019

Language:

english

File:

PDF, 599 KB

english, 2019

17

Radiation-induced transformation of Hafnium composition

Ulybkin, Alexander, Rybka, Alexander, Kovtun, Konstantin, Kutny, Vladimir, Voyevodin, Victor, Pudov, Alexey, Azhazha, Roman

Journal:

Nuclear Engineering and Technology

Year:

2019

Language:

english

File:

PDF, 1.18 MB

english, 2019

18

To the role of the choice of the neuron model in spiking network learning on base of Spike-Timing-Dependent Plasticity

Sboev, Alexander, Rybka, Roman, Serenko, Alexey, Vlasov, Danila, Kudryashov, Nikolay, Demin, Vyacheslav

Journal:

Procedia Computer Science

Year:

2018

Language:

english

File:

PDF, 509 KB

english, 2018

19

Spiking neural network reinforcement learning method based on temporal coding and STDP

Sboev, Alexander, Vlasov, Danila, Rybka, Roman, Serenko, Alexey

Journal:

Procedia Computer Science

Year:

2018

Language:

english

File:

PDF, 447 KB

english, 2018

20

Estimation of the influence of spiking neural network parameters on classification accuracy using a genetic algorithm

Sboev, Aleksandr, Serenko, Alexey, Rybka, Roman, Vlasov, Danila, Filchenkov, Andrey

Journal:

Procedia Computer Science

Year:

2018

Language:

english

File:

PDF, 966 KB

english, 2018