3 papers
cs.ET2019
Oscillator Circuit for Spike Neural Network with Sigmoid Like Activation Function and Firing Rate Coding
Andrei Velichko, Petr Boriskov
The study presents an oscillator circuit for a spike neural network with the possibility of firing rate coding and sigmoid-like activation function. The circuit contains a switchin…
physics.app-ph2019
Switch Elements with S-Shaped Current-Voltage Characteristic in Models of Neural Oscillators
Petr Boriskov, Andrei Velichko
In this paper, we present circuit solutions based on a switch element with the S-type I-V characteristic implemented using the classic FitzHugh-Nagumo and FitzHugh-Rinzel models. U…
cs.ET2018
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…