Convolutional neural networks with multiple layers per span for nonlinearity mitigation in long-haul WDM transmission systems

Sidelnikov, O., Redyuk, A., Sygletos, S., Fedoruk, M. & Turitsyn, S., 2021, The European Conference on Lasers and Electro-Optics, CLEO/Europe 2021. The Optical Society, ci_p_6. (Optics InfoBase Conference Papers).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

Convolutional Variational Autoencoders for Spectrogram Compression in Automatic Speech Recognition

Yakovenko, O. & Bondarenko, I., 2021, Recent Trends in Analysis of Images, Social Networks and Texts - 9th International Conference, AIST 2020, Revised Supplementary Proceedings. van der Aalst, W. M., Batagelj, V., Buzmakov, A., Ignatov, D. I., Kalenkova, A., Khachay, M., Koltsova, O., Kutuzov, A., Kuznetsov, S. O., Lomazova, I. A., Loukachevitch, N., Makarov, I., Napoli, A., Panchenko, A., Pardalos, P. M., Pelillo, M., Savchenko, A. V. & Tutubalina, E. (eds.). Springer, p. 115-126 12 p. (Communications in Computer and Information Science; vol. 1357 CCIS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

Current Status of VEPP-5 Injection Complex

Maltseva, Y. I., Andrianov, A., Astrelina, K., Balakin, V., Barnyakov, A., Batrakov, A. M., Belikov, O. V., Berkaev, D. E., Bolkhovityanov, D., Emanov, F. A., Frolov, A., Karpov, G., Kasaev, A., Kondakov, A. A., Kot, N., Kotov, E. S., Kurkin, G. Y., Lapik, R., Lebedev, N., Levichev, A., & 13 othersMartynovsky, A. Y., Martyshkin, P., Motygin, S. V., Murasev, A., Muslivets, V., Nikiforov, D., Pavlenko, A., Pilan, A., Rogovsky, Y., Samoylov, S., Tribendis, A. G., Vasiliev, S. & Yudin, V., 2021, 27th Russian Particle Accelerator Conference, RuPAC 2021. Kuzin, M. & Schaa, V. R. W. (eds.). CERN, p. 37-40 4 p. (CERN-Proceedings; vol. 2021-September).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

Deep neural networks with time-domain synthetic photonic lattices

Pankov, A. V., Sidelnikov, O. S., Vatnik, I. D., Churkin, D. V. & Sukhorukov, A. A., 2021, European Quantum Electronics Conference, EQEC 2021. The Optical Society, jsiv_p_3. (Optics InfoBase Conference Papers).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

Deep reinforcement learning algorithm for self-tuning 8-figure fiber laser

Kokhanovskiy, A., Kuprikov, E., Serebrennikov, K. & Turitsyn, S., 2021, The European Conference on Lasers and Electro-Optics, CLEO/Europe 2021. The Optical Society, cj_4_3. (Optics InfoBase Conference Papers).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

Determination of ice thickness using standing waves

Fedin, K. V., Kolesnikov, Y. I. & Ngomayezwe, L., 2021, Springer Geology. Chaplina, T. (ed.). 1 ed. Springer, Vol. II. p. 9-13 5 p. (Springer Geology).

Research output: Chapter in Book/Report/Conference proceeding › Chapter › Research › peer-review

Determination of the condition of road coverings by acoustic noise data

Fedin, K. V., Kolesnikov, Y. I. & Ngomayezwe, L., 2021, Springer Geology. Chaplina, T. (ed.). 1 ed. Springer, Vol. II. p. 1-4 4 p. (Springer Geology).

Research output: Chapter in Book/Report/Conference proceeding › Chapter › Research › peer-review