Alexey Serenko

Self-adaptive STDP-based learning of a spiking neuron with nanocomposite memristive weights

A. V. Emelyanov, K. E. Nikiruy, Alexey Serenko et al. · Nanotechnology · 2019 · 80 citations

Solving a classification task by spiking neural network with STDP based on rate and temporal input encoding

Alexander Sboev, Alexey Serenko, Roman Rybka et al. · Mathematical Methods in the Applied Sciences · 2020 · 38 citations

Engineering, Machine Learning, Neural Networks (Machine Learning) +18

Memristor-based spiking neural network with online reinforcement learning

Danila Vlasov, Roman Rybka, Yury Davydov et al. · Neural Networks · 2023 · 29 citations

Engineering, Computational Neuroscience, Neural Network +7

Modeling the Dynamics of Spiking Networks with Memristor-Based STDP to Solve Classification Tasks

Alexander Sboev, Danila Vlasov, Roman Rybka et al. · Mathematics · 2021 · 26 citations · Full text

Engineering, Neurochip, Social Sciences +17

Solving a classification task by spiking neurons with STDP and temporal coding

Alexander Sboev, Danila Vlasov, Roman Rybka et al. · Procedia Computer Science · 2018 · 17 citations · Full text