Výsledky vyhledávání - "Ryabokon, D. V."

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Reservoir Computing using High Order Synchronization of Coupled Oscillators

Autor: Velichko, A. A., Ryabokon, D. V., Khanin, S. D., Sidorenko, A. V., Rikkiev, A. G.

Publikováno v: IOP Conf. Ser.: Mater. Sci. Eng. 862 052062 (2020)

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 metrics: fractional high-order synchronization value and synchronizat

Externí odkaz: http://arxiv.org/abs/2004.04114

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The non-capacitor model of leaky integrate-and-fire $VO_2$ neuron with the thermal mechanism of the membrane potential

Autor: Velichko, A. A., Belyaev, M. A., Ryabokon, D. V., Khanin, S. D.

Publikováno v: J. Phys.: Conf. Ser. 1399 022046 (2019)

The study presents a numerical model of leaky integrate-and-fire neuron created on the basis of $VO_2$ switch. The analogue of the membrane potential in the model is the temperature of the switch channel, and the action potential from neighbouring ne

Externí odkaz: http://arxiv.org/abs/1911.02547

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