Dmitry Lazurenko

Research interests:

- Psychological and neurophysiological mechanisms of mental activity

- Electrographic correlates of cognitive processes

- Brain-computer interfaces (BCI) and Brain-to-Brain interfaces (B2BI)

- Artificial neural networks (ANNs)

Participated in more than 15 scientific projects supported by foundations and grants.

Member of I.P. Pavlov`s Physiological Society

Member of Federation of European Neuroscience Societies (FENS)

Journal publications:

Shcherban, I. V., Lazurenko, D. M., Shcherban, O. G., Shaposhnikov, D. G., Kirilenko, N. E., & Shustova, A. V. (2024). Method for automatic detection of movement-related EEG pattern time boundaries. Soft Computing, 2024, 28(5), pp. 4489–4501. https://doi.org/10.1007/s00500-023-08837-y
Saevskiy, Anton I. Shepelev, Igor E. Shaposhnikov, Dmitry G. Lazurenko, Dmitry M. Kiroy, Valery N. (2023) Motor Imagery Patterns Classification by Finding Discriminative Frequencies and Time Segments. International Journal of Computing and Digital Systems. Vol. 13, Issue 1. http://dx.doi.org/10.12785/ijcds/130104
Kiroy V., Bakhtin O., Krivko E., Lazurenko D., Aslanyan E. & Shaposhnikov D. Imaginary and Real Speech-Related EEG Patterns in the Neural Network Approach. Human Physiology, 48, 644–655 (2023). https://doi.org/10.1134/S0362119722320019
Saevskiy, A. I., Shepelev, I. E., Shcherban, I. V., Shaposhnikov, D. G., & Lazurenko, D. M. (2022). Comparative Analysis of Statistical and Neural Network Classification Methods on the Example of Synthetized Data in the Stimulus-Independent Brain-Computer Interface Paradigm. Advances in Neural Computation, Machine Learning, and Cognitive Research VI pp 214–222. Springer, Cham. https://doi.org/10.1007/978-3-031-19032-2_22
Shepelev, D. I., Saevsky, A. I., Shepelev, I. E., Shaposhnikov, D. G., & Lazurenko, D. M. (2022). A Software System for Training Motor Imagery in Virtual Reality. Advances in Neural Computation, Machine Learning, and Cognitive Research VI pp 77–86. Springer, Cham. https://doi.org/10.1007/978-3-031-19032-2_9
Lazurenko, D., Shepelev, I., Shaposhnikov, D., Saevskiy, A., & Kiroy, V. (2022). Discriminative Frequencies and Temporal EEG Segmentation in the Motor Imagery Classification Approach. Applied Sciences (MDPI), 12(5), 2736. https://doi.org/10.3390/app12052736 (Open Access)
V.N. Kiroy, O.M. Bakhtin, E.M. Krivko, D.M. Lazurenko, E.V. Aslanyan, D.G. Shaposhnikov, I.V. Shcherban. Spoken and Inner Speech-related EEG Connectivity in Different Spatial Direction. J. Biomedical Signal Processing and Control, 2022, Volume 71, Part B, January 2022, 103224. https://doi.org/10.1016/j.bspc.2021.103224
Podladchikova L. N., Shaposhnikov D. G., Samarin A. I., and Lazurenko D. M. Interaction of Foveal and Peripheral Vision on Implementation of Systemic Visual Functions. Neuroscience and Behavioral Physiology, Vol. 52, No. 3, March, 2022. pp. 431-438. https://doi.org/10.1007/s11055-022-01257-9
Dmitry Lazurenko, Valery Kiroy, Dmitry Shaposhnikov. EEG Dimension Reduction in Motor Imagery-based BCI Approach. Advances in Applied Physiology. Vol. 7, No. 1, 2022, pp. 1-7. https://doi.org/10.11648/j.aap.20220701.11
Lazurenko, D.M., Shaposhnikov, D.G., Shepelev, I.E., Shaposhnikov, P.D., Kiroy, V.N. Motor Imagery-Related Quasi-Stationary EEG Patterns for Neural Interfaces. Studies in Computational Intelligence, 2022, 1008 SCI, pp. 68-74. https://doi.org/10.1007/978-3-030-91581-0_9
Saevskiy, A.I., Shepelev, I.E., Lazurenko, D.M., Shaposhnikov, D.G. Search for Informative Frequency Range and EEG Time Boundaries for Solving the Problem of Motor Imagery Patterns Classification. Studies in Computational Intelligence, 2022, 1008 SCI, pp. 62-67. https://doi.org/10.1007/978-3-030-91581-0_8
Shcherban, I.V., Lazurenko, D.M., Shaposhnikov, D.G., Kirilenko, N.E. Development of Algorithms to Detect EEG Patterns Specific for Arbitrary Motor Activity of a Human in the BCI Applications. Studies in Computational Intelligence, 2022, 1008 SCI, pp. 75-80. https://doi.org/10.1007/978-3-030-91581-0_10
Shepelev I.E., Bakhtin O.M., Lazurenko D.M., Saevskiy A.I., Shaposhnikov D.G., Kiroy V. N. A novel neural network-based approach to classification of implicit emotional components in ordinary speech. J. Optical Memory and Neural Networks. (Information Optics), 2021, 30(1), 26-36. https://doi.org/10.3103/S1060992X21010057
Shaposhnikov Dmitry, Podladchikova Lubov, Lazurenko Dmitry, Kiroy Valery, Search for Quantitative Parameters of Scan Path of Image Viewing by Biologically Motivated Model. Advances in Applied Physiology . Vol. 6 , No. 1 , 2021 , pp. 9 - 13. https://doi.org/10.11648/j.aap.20210601.12 (Open Access)
Lubov Podladchikova, Dmitry Shaposhnikov, Tatiana Koltunova, Dmitry Lazurenko, Valery Kiroy. Spatial and Temporal Properties of Gaze Return Fixations While Viewing Affective Images. Advances in Applied Physiology. Vol. 5, No. 2, 2020, pp. 42-47. https://doi.org/10.11648/j.aap.20200502.16. (Open Access)
D. M. Lazurenko, V. N. Kiroy, I. E. Shepelev, L.N. Podladchikova. Motor Imagery-based Brain-Computer Interface: Neural Network Approach. J. Optical Memory and Neural Networks, 2019, Vol. 28, No. 2, pp. 109-117. https://doi.org/10.3103/S1060992X19020097
D. M. Lazurenko, V. N. Kiroy, I. E. Shepelev. Motor Imagery EEG Classification Based on Local Approximation of Spectral Power. 5th International Conference BCI: Science and Practice, (2019).
I. E. Shepelev, D. M. Lazurenko, V. N. Kiroy, E. V. Aslanyan, O. M. Bakhtin, and N. R. Minyaeva. A Novel Neural Network Approach to Creating a Brain-Computer Interface Based on the EEG Patterns of Voluntary Muscle Movements. Neuroscience and Behavioral Physiology, Vol. 48, No. 9, pp. 1078-1087. https://doi.org/10.1007/s11055-018-0679-0
D. M. Lazurenko, V. N. Kiroy, E. V. Aslanyan, I. E. Shepelev, O. M. Bakhtin, and N. R. Minyaeva. Electrographic Properties of Movement-Related Potentials. Neuroscience and Behavioral Physiology, Vol. 48, No. 9, pp. 1145-1157. November, 2018. https://doi.org/10.1007/s11055-018-0670-9
V. N. Kiroi, O. M. Bakhtin, N. R. Minyaeva, D. G. Shaposhnikov, E. V. Aslanyan, and D. M. Lazurenko. Electrographic Correlates of Predictions of the Time Course of Events. Neuroscience and Behavioral Physiology, Vol. 48, No. 8, pp. 990-998. October, 2018. https://doi.org/10.1007/s11055-018-0660-y
Aslanyan, E. V., Kiroy, V. N., & Lazurenko, D. M. (2018). Assessing the Efficiency of the Ability to Intentionally Variate the Power of β 2 Frequencies in the Frontal Lobes of the Cerebral Cortex. Human Physiology, 44(3), 263-271. https://doi.org/10.1134/S0362119718030027
V. Kiroy, Y. Aslanyan, D. Lazurenko, O. Bakhtin. Specific features of perception of semantically equivalent stimuli in the verbal and visual form. Advances in Applied Physiology, 2018; 3(1): 14-25. https://doi.org/10.11648/j.aap.20180301.13
E. V. Aslanyan, V. N. Kiroy, O. M. Bakhtin, N. R. Minyaeva, D. M. Lazurenko, A. E. Tambiev: Gender Differences in Spontaneous and Evoked Activities of the Human Brain. Human Physiology 11/2017; 43(6):644-652. https://doi.org/10.1134/S0362119717040041
Valery N. Kiroy, Elena V. Aslanyan, Dmitry M. Lazurenko, Nadezhda R. Minyaeva, Oleg M. Bakhtin: Efficiency analysis of voluntary control of human's EEG spectral characteristics. Journal of Integrative Neuroscience 02/2016; 15(1):1-12. https://doi.org/10.1142/S0219635216500072
E. V. Aslanyan, V. N. Kiroi, A. S. Stoletnii, D. M. Lazurenko, O. M. Bakhtin, N. R. Minyaeva, R. I. Kiroi: Effects of Individual Features on the Ability of Humans to Produce Voluntary Control of the Expression of the Alpha and Beta EEG Rhythms. Neuroscience and Behavioral Physiology 10/2016; 46(8). https://doi.org/10.1007/s11055-016-0332-8
V. N. Kiroi, E. V. Aslanyan, O. M. Bakhtin, N. R. Minyaeva, D. M. Lazurenko: EEG Correlates of the Functional State of Pilots during Simulated Flights. Neuroscience and Behavioral Physiology 04/2016; 46(4). https://doi.org/10.1007/s11055-016-0245-6
E. V. Aslanyan, V. N. Kiroi, D. M. Lazurenko, O. M. Bakhtin, N. R. Minyaeva: EEG Spectral Characteristics During Voluntary Motor Activity. Neuroscience and Behavioral Physiology 11/2015; 45(9). https://doi.org/10.1007/s11055-015-0182-9
V.N. Kiroy, D.M. Lazurenko, I.E. Shepelev, N.R. Minyaeva, E.V. Aslanyan, O.M. Bakhtin, D.G. Shaposhnikov, B.M. Vladimirskiy: Changes in EEG spectral characteristics in the course of neurofeedback training. Human Physiology 05/2015; 41(3):269-279. https://doi.org/10.1134/S0362119715030081