10 citations
2 papers
cs.ET2020★ 10 cited
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…
cs.ET2019★ 4 cited
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…