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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. I. D. Kolesnikov, D. A. Maksimov, N. I. Semenova. How internal noise impacts simplified deep neural network during training. 2024 8th Scientific School Dynamics of Complex Networks and their Applications (DCNA) — 128-130 — 2024. https://doi.org/10.1109/dcna63495.2024.10718635. (1 citations).