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Nadezhda Semenova
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2020 – today
- 2024
- [j4]Dmitrii Perevozniuk, Ivan Lazarenko, Nadezhda Semenova
, Evgenia Sitnikova
A simple and fast ANN-based method of studying slow-wave sleep microstructure in freely moving rats. Biosyst. 235: 105112 (2024) - [i6]Nadezhda Semenova:
Impact of white Gaussian internal noise on analog echo-state neural networks. CoRR abs/2405.07670 (2024) - 2023
- [i5]Konstantin Sergeev, Anastasiya Runnova, Maxim Zhuravlev, Evgenia Sitnikova, Elizaveta Rutskova, Kirill Smirnov, Andrei Slepnev, Nadezhda Semenova:
Simple method for detecting sleep episodes in rats ECoG using machine learning. CoRR abs/2302.00933 (2023) - [i4]Tatyana Bogatenko, Konstantin Sergeev, Andrei Slepnev, Jürgen Kurths, Nadezhda Semenova:
Symbiosis of an artificial neural network and models of biological neurons: training and testing. CoRR abs/2302.01636 (2023) - 2022
- [j3]Nadezhda Semenova
Understanding and mitigating noise in trained deep neural networks. Neural Networks 146: 151-160 (2022) - [i3]Nadezhda Semenova, Daniel Brunner:
Noise mitigation strategies in physical feedforward neural networks. CoRR abs/2204.09461 (2022) - 2021
- [i2]Nadezhda Semenova
The general aspects of noise in analogue hardware deep neural networks. CoRR abs/2103.07413 (2021)
2010 – 2019
- 2019
- [i1]Nadezhda Semenova, Xavier Porte, Louis Andreoli, Maxime Jacquot, Laurent Larger, Daniel Brunner:
Fundamental aspects of noise in analog-hardware neural networks. CoRR abs/1907.09002 (2019) - 2015
- [j2]Nadezhda Semenova
Statistical properties of Poincaré recurrences and Afraimovich-Pesin dimension for the circle map. Commun. Nonlinear Sci. Numer. Simul. 22(Issues): 1050-1061 (2015) - 2014
- [j1]Yaroslav I. Boev, Nadezhda Semenova
Poincaré Recurrences in a Nonautonomous Chaotic Map. Int. J. Bifurc. Chaos 24(8) (2014)
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