Nadezhda Semenova

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 8

Top Topics

Statistical Distribution

Multilayer Perceptron

Top Venues

Int. J. Bifurc. Chaos

Commun. Nonlinear Sci. Numer. Simul.

Publications

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 (2024)
Nadezhda Semenova
Impact of white Gaussian internal noise on analog echo-state neural networks. CoRR (2024)
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 (2023)
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 (2023)
Nadezhda Semenova, Daniel Brunner
Noise mitigation strategies in physical feedforward neural networks. CoRR (2022)
Nadezhda Semenova, Laurent Larger, Daniel Brunner
Understanding and mitigating noise in trained deep neural networks. Neural Networks 146 (2022)
Nadezhda Semenova, Laurent Larger, Daniel Brunner
The general aspects of noise in analogue hardware deep neural networks. CoRR (2021)
Nadezhda Semenova, Xavier Porte, Louis Andreoli, Maxime Jacquot, Laurent Larger, Daniel Brunner
Fundamental aspects of noise in analog-hardware neural networks. CoRR (2019)
Nadezhda Semenova, Tatiana E. Vadivasova, Galina I. Strelkova, Vadim S. Anishchenko
Statistical properties of Poincaré recurrences and Afraimovich-Pesin dimension for the circle map. Commun. Nonlinear Sci. Numer. Simul. 22 (Issues) (2015)
Yaroslav I. Boev, Nadezhda Semenova, Galina I. Strelkova, Vadim S. Anishchenko
Poincaré Recurrences in a Nonautonomous Chaotic Map. Int. J. Bifurc. Chaos 24 (8) (2014)