49 citations · 292 across the 17 of their papers we have counts for
3 papers · 1 filter
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…
Method of increasing the information capacity of associative memory of oscillator neural networks using high-order synchronization effect
Andrei Velichko, Maksim Belyaev, Vadim Putrolaynen +1
Computational modelling of two- and three-oscillator schemes with thermally coupled -switches is used to demonstrate a novel method of pattern storage and recognition in an i…
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…