205 citations
- Institute of Physics and TechnologyKZ15 papers
- Center for Astrophysics Harvard & SmithsonianUS4 papers
- Damghan UniversityIR4 papers
- Joint Institute for Nuclear ResearchRU4 papers
- Search for Extraterrestrial IntelligenceUS4 papers
- University of OxfordGB4 papers
- Bellevue Hospital CenterUS3 papers
- Erzincan Binali Yıldırım UniversityTR3 papers
- Evgeni Kharadze Georgian National Astrophysical ObservatoryGE3 papers
- Fesenkov Astrophysical InstituteKZ3 papers
- Goddard Space Flight CenterUS3 papers
- Indian Statistical InstituteIN3 papers
4 papers · 1 filter
Neural Network for Low-Memory IoT Devices and MNIST Image Recognition Using Kernels Based on Logistic Map
Andrei Velichko
This study presents a neural network which uses filters based on logistic mapping (LogNNet). LogNNet has a feedforward network structure, but possesses the properties of reservoir…
Switching dynamics of single and coupled VO2-based oscillators as elements of neural networks
Andrei Velichko, Maksim Belyaev, Vadim Putrolaynen +2
In the present paper, we report on the switching dynamics of both single and coupled VO2-based oscillators, with resistive and capacitive coupling, and explore the capability of th…
Thermal coupling and effect of subharmonic synchronization in a system of two VO2 based oscillators
Andrei Velichko, Maksim Belyaev, Vadim Putrolaynen +2
We explore a prototype of an oscillatory neural network (ONN) based on vanadium dioxide switching devices. The model system under study represents two oscillators based on thermall…
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…