Sboev Aleksandr G.

Showing publications for last 3 years

1. Article
   Web of Science & Scopus
   Spiking neural network with local plasticity and sparse connectivity for audio classification // Izvestiya Vysshikh Uchebnykh Zavedeniy. Prikladnaya Nelineynaya Dinamika, 2024 Vol. 32, No. 2, Q3 pp. 239-252 doi
2. Article
   Web of Science & Scopus
   Comparison of Bagging and Sparcity Methods for Connectivity Reduction in Spiking Neural Networks with Memristive Plasticity // Big Data and Cognitive Computing, 2024 Vol. 8, No. 3, Q1 doi
3. Article
   Web of Science & Scopus
   Application of Machine Learning to Construct Solitons of Generalized Nonlinear Schrodinger Equation // Studies in Computational Intelligence, 2024 Vol. 1130 LNCS, Q4 pp. 759-766 doi
4. Article
   Web of Science & Scopus
   Spoken Digits Classification Using a Spiking Neural Network with Fixed Synaptic Weights // Studies in Computational Intelligence, 2024 Vol. 1130 LNCS, Q4 pp. 767-774 doi
5. Article
   Web of Science & Scopus
   Image and Audio Data Classification Using Bagging Ensembles of Spiking Neural Networks with Memristive Plasticity // Studies in Computational Intelligence, 2024 Vol. 1130 LNCS, Q4 pp. 741-749 doi
6. Article
   Web of Science & Scopus
   Extraction of Significant Features by Fixed-Weight Layer of Processing Elements for the Development of an Efficient Spiking Neural Network Classifier // Big Data and Cognitive Computing, 2023 Vol. 7, No. 4, Q1 doi
7. Article
   Web of Science & Scopus
   Solving a Classification Task With Temporal Input Encoding by a Spiking Neural Network With Memristor-Type Plasticity in the Form of Hyperbolic Tangent // AIP Conference Proceedings, 2023 Vol. 2849, No. 1, Q4 doi
8. Article
   Web of Science & Scopus
   Towards Solving Classification Tasks Using Spiking Neurons with Fixed Weights // Studies in Computational Intelligence, 2023 Vol. 1120, Q4 pp. 102-110 doi
9. Article
   Web of Science & Scopus
   Memristor-based spiking neural network with online reinforcement learning // Neural Networks, 2023 Vol. 166, TOP10 pp. 512-523 doi
10. RSCI ANALYSIS OF CONVOLUTIONAL NEURAL NETWORK FOR OBJECT RECOGNTION TASK IN REAL TIMEANALYSIS OF CONVOLUTIONAL NEURAL NETWORK FOR OBJECT RECOGNTION TASK IN REAL TIME // 2023 pp. 135
11. RSCI NEURAL NETWORK MODEL OF AGENT MOTION CONTROL WITH THE POSSIBILITY OF COLLISION PREVENTION WITH DYNAMIC OBSTACLESNEURAL NETWORK MODEL OF AGENT MOTION CONTROL WITH THE POSSIBILITY OF COLLISION PREVENTION WITH DYNAMIC OBSTACLES // 2023 pp. 141
12. Article
    Web of Science & Scopus
    Accuracy Analysis of the End-to-End Extraction of Related Named Entities from Russian Drug Review Texts by Modern Approaches Validated on English Biomedical Corpora // Mathematics, 2023 Vol. 11, No. 2, Q1 doi
13. Article
    Web of Science & Scopus
    On the accuracy of Covid-19 forecasting methods in Russia for two years // Procedia Computer Science, 2022 Vol. 213, No. C, Q2 pp. 428-434 doi
14. Article
    Web of Science & Scopus
    An environment emulator for training a neural network model to solve the following the leader task // Procedia Computer Science, 2022 Vol. 213, No. C, Q2 pp. 209-216 doi
15. Article
    Web of Science & Scopus
    Neural Network Method for Determining the Direction of a Person's Gaze based on a Web Camera Image Analysis // Procedia Computer Science, 2022 Vol. 213, No. C, Q2 pp. 203-208 doi
16. Article
    Web of Science & Scopus
    A spiking neural network with fixed synaptic weights based on logistic maps for a classification task // Proceedings of Science, 2022 Vol. 429, Q4 doi
17. Article
    Web of Science & Scopus
    Adverse Drug Reaction Concept Normalization in Russian-Language Reviews of Internet Users // Big Data and Cognitive Computing, 2022 Vol. 6, No. 4, Q1 doi
18. Article
    Web of Science & Scopus
    Relation Extraction from Texts Containing Pharmacologically Significant Information on base of Multilingual Language Models // Proceedings of Science, 2022 Vol. 429, Q4 doi
19. Article
    Web of Science & Scopus
    Accuracy of COVID-19 evolution models for different forecast horizons // Proceedings of Science, 2022 Vol. 429, Q4 doi
20. RSCI INVESTIGATION OF THE PERFORMANCE OF PATHFINDING ALGORITHMS IN A SIMULATION ENVIRONMENTINVESTIGATION OF THE PERFORMANCE OF PATHFINDING ALGORITHMS IN A SIMULATION ENVIRONMENT // 2022 pp. 121
21. RSCI NORMALIZATION OF ENTITIES IN THE RUSSIAN TEXTS OF INTERNET DRUG REVIEWSNORMALIZATION OF ENTITIES IN THE RUSSIAN TEXTS OF INTERNET DRUG REVIEWS // 2022 pp. 116
22. RSCI ON THE POSSIBILITY OF USING THE GAZE DIRECTION TO REFINE SPEECH COMMANDS TO A ROBOTON THE POSSIBILITY OF USING THE GAZE DIRECTION TO REFINE SPEECH COMMANDS TO A ROBOT // 2022 pp. 117
23. Article
    Web of Science & Scopus
    Data-Driven Model for Identifying Related Pharmaceutically-Significant Entities in Clinical Texts // AIP Conference Proceedings, 2022 Vol. 2425, Q4 doi
24. Article
    Web of Science & Scopus
    Graph Convolution Network with Attention to Include Syntax Trees into Text Author’s Gender Identification Task // AIP Conference Proceedings, 2022 Vol. 2425, Q4 doi
25. Article
    Web of Science & Scopus
    The Two-Stage Algorithm for Extraction of the Significant Pharmaceutical Named Entities and Their Relations in the Russian-Language Reviews on Medications on Base of the XLM-RoBERTa Language Model // Studies in Computational Intelligence, 2022 Vol. 1032 SCI, Q4 pp. 463-471 doi
26. Article
    Web of Science & Scopus
    Correlation Encoding of Input Data for Solving a Classification Task by a Spiking Neural Network with Spike-Timing-Dependent Plasticity // Studies in Computational Intelligence, 2022 Vol. 1032 SCI, Q4 pp. 457-462 doi
27. Article
    Web of Science & Scopus
    A Comparison of Two Variants of Memristive Plasticity for Solving the Classification Problem of Handwritten Digits Recognition // Studies in Computational Intelligence, 2022 Vol. 1032 SCI, Q4 pp. 438-446 doi
28. Article
    Web of Science & Scopus
    Sentiment Analysis of Russian Reviews to Estimate the Usefulness of Drugs Using the Domain-Specific XLM-RoBERTa Model // Studies in Computational Intelligence, 2022 Vol. 1032 SCI, Q4 pp. 447-456 doi
29. Article
    Web of Science & Scopus
    Evaluation of Machine Learning Methods for Relation Extraction Between Drug Adverse Effects and Medications in Russian Texts of Internet User Reviews // Proceedings of Science, 2022 Vol. 410, Q4 doi
30. Article
    Web of Science & Scopus
    The Russian language corpus and a neural network to analyse Internet tweet reports about Covid-19 // Proceedings of Science, 2022 Vol. 410, Q4 doi
31. Article
    Web of Science & Scopus
    Extraction of the Relations among Significant Pharmacological Entities in Russian-Language Reviews of Internet Users on Medications // Big Data and Cognitive Computing, 2022 Vol. 6, No. 1, Q1 doi
32. Article
    Web of Science & Scopus
    Analysis of the Full-Size Russian Corpus of Internet Drug Reviews with Complex NER Labeling Using Deep Learning Neural Networks and Language Models // Applied Sciences (Switzerland), 2022 Vol. 12, No. 1, Q2 doi
33. RSCI Neural network model for conversion of text commands for a mobile robot in natural russian language into the semiotic format RDF // 2021 pp. 138-139
34. RSCI On improvement of modern text summarization models based on reinforcement learning // 2021 pp. 140-141
35. RSCI Analysis of the SIR model parameters for several waves of COVID-19 in different regions // 2021 pp. 142-143
36. RSCI A baseline on machine learning methods for relation extraction of drug adverse effects in reviews texts on russian // 2021 pp. 136-137
37. Article
    Web of Science & Scopus
    Modeling the dynamics of spiking networks with memristor-based STDP to solve classification tasks // Mathematics, 2021 Vol. 9, No. 24, Q1 doi
38. Article
    Web of Science & Scopus
    Baseline Accuracies of Forecasting COVID-19 Cases in Russian Regions on a Year in Retrospect Using Basic Statistical and Machine Learning Methods // Procedia Computer Science, 2021 Vol. 193, Q2 pp. 276-284 doi
39. Article
    Web of Science & Scopus
    Baseline accuracy of forecasting COVID-19 cases in Moscow region on a year in retrospect using basic statistical and machine learning methods // Journal of Physics: Conference Series, 2021 Vol. 2036, No. 1, Q4 doi
40. Article
    Web of Science & Scopus
    On the accuracy of different neural language model approaches to ADE extraction in natural language corpora // Procedia Computer Science, 2021 Vol. 190, Q2 pp. 706-711 doi
41. Article
    Web of Science & Scopus
    Data-Driven Model for Emotion Detection in Russian Texts // Procedia Computer Science, 2021 Vol. 190, Q2 pp. 637-642 doi
42. Article
    Web of Science & Scopus
    Ensembling SNNs with STDP Learning on Base of Rate Stabilization for Image Classification // Advances in Intelligent Systems and Computing, 2021 Vol. 1310, НЕТ pp. 446-452 doi
43. Article
    Web of Science & Scopus
    STDP-Based Classificational Spiking Neural Networks Combining Rate and Temporal Coding // Studies in Computational Intelligence, 2021 Vol. 925 SCI, Q4 pp. 403-411 doi

Showing conferences for last 3 years