Concepedia

Alexey Serenko

AS

Statistics

Publications

6

Citations

213

H-Index

6

Active since

2018

Affiliations

Kurchatov Institute(Current)

National Research Nuclear University MEPhI

Lomonosov Moscow State University

Alexey Serenko is an author at Kurchatov Institute specializing in spiking neural networks, neural engineering, and neuromorphic hardware.

Publications per year

2018–2023

6

Publications

6

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 · 82 citations

Life Sciences, Electrical Engineering, Neural Engineering +14

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 · 39 citations

Life Sciences, Computer Science, Machine Learning +16

Memristor-based spiking neural network with online reinforcement learning

Danila Vlasov, Roman Rybka, Yury Davydov et al. · Neural Networks · 2023 · 36 citations

Computing, Electrical Engineering, Neural Engineering +11

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

Alexander Sboev, Danila Vlasov, Roman Rybka et al. · Mathematics · 2021 · 28 citations · Full text

Life Sciences, Electrical Engineering, Computational Neuroscience +16

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

Life Sciences, Computer Science, Neuroscience +17

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