Maksim Belyaev

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 20

Top Topics

Entropy Measure

Machine Learning

Top Venues

Microelectron. J.

Publications

Andrei Velichko, Maksim Belyaev, Yuriy Izotov, Murugappan Murugappan, Hanif Heidari
Neural Network Entropy (NNetEn): EEG Signals and Chaotic Time Series Separation by Entropy Features, Python Package for NNetEn Calculation. CoRR (2023)
Andrei Velichko, Maksim Belyaev, Yuriy Izotov, Murugappan Murugappan, Hanif Heidari
Neural Network Entropy (NNetEn): Entropy-Based EEG Signal and Chaotic Time Series Classification, Python Package for NNetEn Calculation. Algorithms 16 (5) (2023)
Maksim Belyaev, Murugappan Murugappan, Andrei Velichko, Dmitry G. Korzun
Entropy-based machine learning model for diagnosis and monitoring of Parkinson's Disease in smart IoT environment. CoRR (2023)
Andrei Velichko, Petr Boriskov, Maksim Belyaev, Vadim Putrolaynen
A Bio-Inspired Chaos Sensor Based on the Perceptron Neural Network: Concept and Application for Computational Neuro-science. CoRR (2023)
Andrei Velichko, Petr Boriskov, Maksim Belyaev, Vadim Putrolaynen
A Bio-Inspired Chaos Sensor Model Based on the Perceptron Neural Network: Machine Learning Concept and Application for Computational Neuro-Science. Sensors 23 (16) (2023)
Irewola Aaron Oludehinwa, Andrei Velichko, Maksim Belyaev, Olasunkanmi I. Olusola
Imagery Tracking of Sun Activity Using 2D Circular Kernel Time Series Transformation, Entropy Measures and Machine Learning Approaches. CoRR (2023)
Maksim Belyaev, Murugappan Murugappan, Andrei Velichko, Dmitry G. Korzun
Entropy-Based Machine Learning Model for Fast Diagnosis and Monitoring of Parkinson's Disease. Sensors 23 (20) (2023)
Andrei Velichko, Mehmet Tahir Huyut, Maksim Belyaev, Yuriy Izotov, Dmitry Korzun
Machine Learning Sensors for Diagnosis of COVID-19 Disease Using Routine Blood Values for Internet of Things Application. CoRR (2022)
Andrei Velichko, Mehmet Tahir Huyut, Maksim Belyaev, Yuriy Izotov, Dmitry G. Korzun
Machine Learning Sensors for Diagnosis of COVID-19 Disease Using Routine Blood Values for Internet of Things Application. Sensors 22 (20) (2022)
Andrei Velichko, Maksim Belyaev, Matthias P. Wagner, Alireza Taravat
Entropy Approximation by Machine Learning Regression: Application for Irregularity Evaluation of Images in Remote Sensing. CoRR (2022)
Andrei Velichko, Maksim Belyaev, Matthias P. Wagner, Alireza Taravat
Entropy Approximation by Machine Learning Regression: Application for Irregularity Evaluation of Images in Remote Sensing. Remote. Sens. 14 (23) (2022)
Mehmet Tahir Huyut, Andrei Velichko, Maksim Belyaev
Detection of Risk Predictors of COVID-19 Mortality with Classifier Machine Learning Models Operated with Routine Laboratory Biomarkers. CoRR (2022)
Petr Boriskov, Andrei Velichko, Nikolay Shilovsky, Maksim Belyaev
Bifurcation and Entropy Analysis of a Chaotic Spike Oscillator Circuit Based on the S-Switch. Entropy 24 (11) (2022)
Andrei Velichko, Vadim Putrolaynen, Maksim Belyaev
Higher-order and long-range synchronization effects for classification and computing in oscillator-based spiking neural networks. Neural Comput. Appl. 33 (8) (2021)
Andrei Velichko, Maksim Belyaev, Vadim Putrolaynen, Alexander Pergament, Valentin Perminov
Switching dynamics of single and coupled VO2-based oscillators as elements of neural networks. CoRR (2020)
Andrei Velichko, Maksim Belyaev, Vadim Putrolaynen, Valentin Perminov, Alexander Pergament
Thermal coupling and effect of subharmonic synchronization in a system of two VO2 based oscillators. CoRR (2020)
Sergey Podryadchikov, Vadim Putrolaynen, Maksim Belyaev, Mikhail Chuvstvin, Igor Tabachnik
FPGA-based testing system of NAND-memory multi-chip modules. Microelectron. J. 83 (2019)
Andrey Velichko, Maksim Belyaev, D. V. Ryabokon, S. D. Khanin
neuron with the thermal mechanism of the membrane potential. CoRR (2019)
Andrey Velichko, Maksim Belyaev, Petr Boriskov
Model of an oscillatory neural network with multilevel neurons for pattern recognition. CoRR (2018)
Andrey Velichko, Vadim Putrolaynen, Maksim Belyaev
Effects of Higher Order and Long-Range Synchronizations for Classification and Computing in Oscillator-Based Spiking Neural Networks. CoRR (2018)