Nadezhda Semenova

13 papers Journal 13

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Impact of internal noise on convolutional neural networks. CoRR Ivan Kolesnikov, Nadezhda Semenova
2025	J	`jnl`	Internal noise in hardware deep and recurrent neural networks helps with learning. CoRR Ivan Kolesnikov, Nadezhda Semenova
2024	J	`jnl`	A simple and fast ANN-based method of studying slow-wave sleep microstructure in freely moving rats. Biosyst. Dmitrii Perevozniuk, Ivan Lazarenko, Nadezhda Semenova, Evgenia Sitnikova
2024	J	`jnl`	Impact of white Gaussian internal noise on analog echo-state neural networks. CoRR Nadezhda Semenova
2024	J	`jnl`	Impact of white noise in artificial neural networks trained for classification: performance and noise mitigation strategies. CoRR Nadezhda Semenova, Daniel Brunner
2023	J	`jnl`	Simple method for detecting sleep episodes in rats ECoG using machine learning. CoRR Konstantin Sergeev, Anastasiya Runnova, Maxim Zhuravlev, Evgenia Sitnikova, Elizaveta Rutskova, Kirill Smirnov, Andrei Slepnev, Nadezhda Semenova
2023	J	`jnl`	Symbiosis of an artificial neural network and models of biological neurons: training and testing. CoRR Tatyana Bogatenko, Konstantin Sergeev, Andrei Slepnev, Jürgen Kurths, Nadezhda Semenova
2022	J	`jnl`	Noise mitigation strategies in physical feedforward neural networks. CoRR Nadezhda Semenova, Daniel Brunner
2022	J	`jnl`	Understanding and mitigating noise in trained deep neural networks. Neural Networks Nadezhda Semenova, Laurent Larger, Daniel Brunner
2021	J	`jnl`	The general aspects of noise in analogue hardware deep neural networks. CoRR Nadezhda Semenova, Laurent Larger, Daniel Brunner
2019	J	`jnl`	Fundamental aspects of noise in analog-hardware neural networks. CoRR Nadezhda Semenova, Xavier Porte, Louis Andreoli, Maxime Jacquot, Laurent Larger, Daniel Brunner
2015	J	`jnl`	Statistical properties of Poincaré recurrences and Afraimovich-Pesin dimension for the circle map. Commun. Nonlinear Sci. Numer. Simul. Nadezhda Semenova, Tatiana E. Vadivasova, Galina I. Strelkova, Vadim S. Anishchenko
2014	J	`jnl`	Poincaré Recurrences in a Nonautonomous Chaotic Map. Int. J. Bifurc. Chaos Yaroslav I. Boev, Nadezhda Semenova, Galina I. Strelkova, Vadim S. Anishchenko