Search Results - "Belyaev, Maksim"

Entropy-Based Machine Learning Model for Fast Diagnosis and Monitoring of Parkinson’s Disease by Belyaev, Maksim, Murugappan, Murugappan, Velichko, Andrei, Korzun, Dmitry

“…This study presents the concept of a computationally efficient machine learning (ML) model for diagnosing and monitoring Parkinson’s disease (PD) using…”
Get full text

Machine Learning Sensors for Diagnosis of COVID-19 Disease Using Routine Blood Values for Internet of Things Application by Velichko, Andrei, Huyut, Mehmet Tahir, Belyaev, Maksim, Izotov, Yuriy, Korzun, Dmitry

“…Healthcare digitalization requires effective applications of human sensors, when various parameters of the human body are instantly monitored in everyday life…”
Get full text

A Bio-Inspired Chaos Sensor Model Based on the Perceptron Neural Network: Machine Learning Concept and Application for Computational Neuro-Science by Velichko, Andrei, Boriskov, Petr, Belyaev, Maksim, Putrolaynen, Vadim

“…The study presents a bio-inspired chaos sensor model based on the perceptron neural network for the estimation of entropy of spike train in neurodynamic…”
Get full text

Detection of Risk Predictors of COVID-19 Mortality with Classifier Machine Learning Models Operated with Routine Laboratory Biomarkers by Huyut, Mehmet Tahir, Velichko, Andrei, Belyaev, Maksim

“…Early evaluation of patients who require special care and who have high death-expectancy in COVID-19, and the effective determination of relevant biomarkers on…”
Get full text

Bifurcation and Entropy Analysis of a Chaotic Spike Oscillator Circuit Based on the S-Switch by Boriskov, Petr, Velichko, Andrei, Shilovsky, Nikolay, Belyaev, Maksim

“…This paper presents a model and experimental study of a chaotic spike oscillator based on a leaky integrate-and-fire (LIF) neuron, which has a switching…”
Get full text

Entropy Approximation by Machine Learning Regression: Application for Irregularity Evaluation of Images in Remote Sensing by Velichko, Andrei, Belyaev, Maksim, Wagner, Matthias P., Taravat, Alireza

“…Approximation of entropies of various types using machine learning (ML) regression methods are shown for the first time. The ML models presented in this study…”
Get full text

Higher-order and long-range synchronization effects for classification and computing in oscillator-based spiking neural networks by Velichko, Andrei, Putrolaynen, Vadim, Belyaev, Maksim

“…In the circuit of two thermally coupled VO 2 oscillators, we studied a higher-order synchronization effect, which can be used in object classification…”
Get full text

Neural Network Entropy (NNetEn): Entropy-Based EEG Signal and Chaotic Time Series Classification, Python Package for NNetEn Calculation by Velichko, Andrei, Belyaev, Maksim, Izotov, Yuriy, Murugappan, Murugappan, Heidari, Hanif

“…Entropy measures are effective features for time series classification problems. Traditional entropy measures, such as Shannon entropy, use probability…”
Get full text

Modeling of thermal coupling in VO 2 -based oscillatory neural networks by Velichko, Andrey, Belyaev, Maksim, Putrolaynen, Vadim, Perminov, Valentin, Pergament, Alexander

Get full text

Electron-beam modification and electrical property recovery dynamics of vanadium dioxide films in semiconducting and metallic phases by Belyaev, Maksim A., Velichko, Andrey A., Khanin, Samuil D., Stefanovich, Genrikh B., Gurtov, Valery A., Pergament, Alexander L.

“…In this paper we investigate electron-beam modification and the process of subsequent recovery of phase transition parameters of VO2-based films within 20-100…”
Get full text

Thermal coupling and effect of subharmonic synchronization in a system of two VO2 based oscillators by Velichko, Andrey, Belyaev, Maksim, Putrolaynen, Vadim, Perminov, Valentin, Pergament, Alexander

“…•Thermal coupling of two oscillators based on vanadium dioxide switching devices is observed.•Effective action radius RTC of thermal coupling varies over a…”
Get full text

Electrical switching and oscillations in vanadium dioxide by Pergament, Alexander, Velichko, Andrey, Belyaev, Maksim, Putrolaynen, Vadim

“…We have studied electrical switching with S-shaped I-V characteristics in two-terminal MOM devices based on vanadium dioxide thin films. The switching effect…”
Get full text

Modeling of thermal coupling in VO2-based oscillatory neural networks by Velichko, Andrey, Belyaev, Maksim, Putrolaynen, Vadim, Perminov, Valentin, Pergament, Alexander

“…•Thermal coupling is proposed to connect VO2 switches in oscillatory neural networks.•Synchronization and dissynchronization regimes are explored in the…”
Get full text

Automated image analysis for evaluation of wafer backside chipping by Perminov, Valentin, Putrolaynen, Vadim, Belyaev, Maksim, Pasko, Elena, Balashkov, Kirill

“…When a silicon wafer is cut into separate dies, their front and back sides might have chipping resulting in die cracks and yield loss. To prevent defect…”
Get full text

Detection of Right Ventricular Dysfunction Using LogNNet Neural Network Model Based on Pulmonary Embolism Data Set by Huyut, Mehmet Tahir, Velichko, Andrei, Belyaev, Maksim, Karaoǧlanoǧlu, Şebnem, Sertogullarindan, Bunyamin, Demir, Abdussamed Yasin

“…The high association of right ventricular dysfunction (RVD) with mortality in patients with acute pulmonary embolism (PE) remains an important health problem…”
Get full text

Field-effect modulation of resistance in VO2 thin film at lower temperature by Belyaev, Maksim A., Putrolaynen, Vadim V., Velichko, Andrey A., Stefanovich, Genrikh B., Pergament, Alexander L.

“…In this paper we describe a prototype of a field effect transistor (FET) based on the Mott metal-insulator transition (MIT) in vanadium dioxide. It has been…”
Get full text

Field-effect modulation of resistance in VO 2 thin film at lower temperature by Belyaev, Maksim A., Putrolaynen, Vadim V., Velichko, Andrey A., Stefanovich, Genrikh B., Pergament, Alexander L.

Get full text

Field-effect modulation of resistance in VO sub(2) thin film at lower temperature by Belyaev, Maksim A, Putrolaynen, Vadim V, Velichko, Andrey A, Stefanovich, Genrikh B, Pergament, Alexander L

“…In this paper we describe a prototype of a field effect transistor (FET) based on the Mott metal-insulator transition (MIT) in vanadium dioxide. It has been…”
Get full text

Entropy-based machine learning model for diagnosis and monitoring of Parkinson's Disease in smart IoT environment by Belyaev, Maksim, Murugappan, Murugappan, Velichko, Andrei, Korzun, Dmitry

“…The study presents the concept of a computationally efficient machine learning (ML) model for diagnosing and monitoring Parkinson's disease (PD) in an Internet…”
Get full text

A Bio-Inspired Chaos Sensor Model Based on the Perceptron Neural Network: Machine Learning Concept and Application for Computational Neuro-Science by Velichko, Andrei, Boriskov, Petr, Belyaev, Maksim, Putrolaynen, Vadim

“…Sensors 2023, 23, 7137 The study presents a bio-inspired chaos sensor model based on the perceptron neural network for the estimation of entropy of spike train…”
Get full text