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1. D. A. Maksimov, V. M. Moskvitin, N. I. Semenova. Internal noise in deep neural networks: Interplay of depth, neuron number, and noise injection step. Chaos 36 (8) — 083108 — 2026. https://doi.org/10.1063/5.0335904.
2. I. D. Kolesnikov, D. A. Maksimov, V. M. Moskvitin, N. I. Semenova. General aspects of internal noise in spiking neural networks. Chaos 36 (7) — 071104 — 2026. https://doi.org/10.1063/5.0338509.
3. V. M. Moskvitin, N. I. Semenova. Noise Impact on a Recurrent Neural Network with a Linear Activation Function. Nelineinaya Dinamika 19 (2) — 281-293 — 2023. https://doi.org/10.20537/nd230502. (1 citations).
4. V. Moskvitin, N. I. Semenova. Noise influence on recurrent neural network with nonlinear neurons. Izvestiya VUZ. Applied Nonlinear Dynamics 31 (4) — 484-500 — 2023. https://doi.org/10.18500/0869-6632-003052.
5. V. Moskvitin, N. I. Semenova. How noise impacts on trained echo-state neural network. 2023 7th Scientific School Dynamics of Complex Networks and their Applications (DCNA) — 2023. https://doi.org/10.1109/dcna59899.2023.10290542.