43 citations · 78 across the 7 of their papers we have counts for
7 papers
Reservoir Computing using High Order Synchronization of Coupled Oscillators
A. A. Velichko, D. V. Ryabokon, S. D. Khanin +2
We propose a concept for reservoir computing on oscillators using the high-order synchronization effect. The reservoir output is presented in the form of oscillator synchronization…
UV-laser modification and selective ion-beam etching of amorphous vanadium pentoxide thin films
Alexander Cheremisin, Vadim Putrolaynen, Andrei Velichko +3
We present the results on excimer laser modification and patterning of amorphous vanadium pentoxide films. Wet positive resist-type and Ar ion-beam negative resist-type etching tec…
The non-capacitor model of leaky integrate-and-fire neuron with the thermal mechanism of the membrane potential
A. A. Velichko, M. A. Belyaev, D. V. Ryabokon +1
The study presents a numerical model of leaky integrate-and-fire neuron created on the basis of switch. The analogue of the membrane potential in the model is the temperatur…
A Model of an Oscillatory Neural Network with Multilevel Neurons for Pattern Recognition and Computing
Andrei Velichko, Maksim Belyaev, Petr Boriskov
The current study uses a novel method of multilevel neurons and high order synchronization effects described by a family of special metrics, for pattern recognition in an oscillato…
Higher Order and Long-Range Synchronization Effects for Classification and Computing in Oscillator-Based Spiking Neural Networks
Andrei Velichko, Vadim Putrolaynen, Maksim Belyaev
In the circuit of two thermally coupled VO2 oscillators, we studied a higher order synchronization effect, which can be used in object classification techniques to increase the num…
Vanadium Dioxide: Metal-Insulator Transition, Electrical Switching and Oscillations. A Review of State of the Art and Recent Progress
Alexander Pergament, Aurelian Crunteanu, Arnaud Beaumont +2
Vanadium dioxide is currently considered as one of the most promising metarials for oxide elcteronics. Both planar and sandwich thin-film MOM devices based on VO2 exhibit electrica…