227 citations · 677 across the 15 of their papers we have counts for
3 papers · 1 filter
Symbiosis of an artificial neural network and models of biological neurons: training and testing
Tatyana Bogatenko, Konstantin Sergeev, Andrei Slepnev +2
In this paper we show the possibility of creating and identifying the features of an artificial neural network (ANN) which consists of mathematical models of biological neurons. Th…
Simple method for detecting sleep episodes in rats ECoG using machine learning
Konstantin Sergeev, Anastasiya Runnova, Maxim Zhuravlev +5
In this paper we propose a new method for the automatic recognition of the state of behavioral sleep (BS) and waking state (WS) in freely moving rats using their electrocorticograp…
Delay-induced self-oscillation excitation in the FitzHugh-Nagumo model: regular and chaotic dynamics
Vladimir V. Semenov, Andrei V. Bukh, Nadezhda Semenova
The stochastic FitzHugh-Nagumo model with time delayed-feedback is often studied in excitable regime to demonstrate the time-delayed control of coherence resonance. Here, we show t…