Mikhail Lebedev
- Chief Research Fellow:Institute for Cognitive Neuroscience / Centre for Bioelectric Interfaces
- Mikhail Lebedev has been at HSE University since 2015.
Education and Degrees
- 1995
PhD
University of Tennessee - 1986
Degree in Automation and Electronics
Moscow Institute of Physics and Technology
Courses (2021/2022)
- Brain Machine Interface (Postgraduate course’s programme; 2 year, 1 semester)Rus
- Qualification (Postgraduate course’s programme; 2 year, 1 semester)Rus
- Past Courses
Courses (2020/2021)
- Brain Machine Interface (Postgraduate course’s programme; 2 year, 1 semester)Rus
- Qualification (Postgraduate course’s programme; 2 year, 1 semester)Rus
Publications37
- Article Volodina M., Smetanin N., Lebedev M., Ossadtchi A. Cortical and autonomic responses during staged Taoist meditation: Two distinct meditation strategies // Plos One. 2021. Vol. 16. No. 12. Article e0260626. doi
- Article Volodina M., Smetanin N., Lebedev M., Ossadtchi A. Cortical and autonomic responses during staged Taoist meditation: two distinct meditation strategies // Plos One. 2021. Vol. 16. No. 12. Article e0260626. doi
- Chapter Petrosyan A., Lebedev M., Ossadtchi A. Decoding Neural Signals with a Compact and Interpretable Convolutional Neural Network, in: Advances in Neural Computation, Machine Learning, and Cognitive Research IV. Selected Papers from the XXII International Conference on Neuroinformatics, October 12-16, 2020, Moscow, Russia. Springer, 2021. doi P. 420-428. doi
- Article Petrosyan A., Sinkin M., Lebedev M., Ossadtchi A. Decoding and interpreting cortical signals with a compact convolutional neural network // Journal of Neural Engineering. 2021. Vol. 18. No. 2. Article 026019. doi
- Article Petrosyan A., Синкин М., Lebedev M., Ossadtchi A. Decoding аnd Interpreting Cortical Signals With A Compact Convolutional Neural Network // Journal of Neural Engineering. 2021. Vol. 18. Article 026019. doi
- Chapter Volodina M., Smetanin N., Anna Rusinova, Lebedev M., Ossadtchi A. Different central and autonomic nervous system coupling in the experienced meditators and novices during the Taoist meditation, in: 2021 Third International Conference Neurotechnologies and Neurointerfaces (CNN). IEEE, 2021. doi P. 118-120. doi
- Chapter Anastasiya Paltarzhitskaya, Kleeva D., Osadchaya M., Lebedev M., Myachykov A., Ossadtchi A. Exploring time interval estimation for familiar and unfamiliar musical pieces, in: 2021 Third International Conference Neurotechnologies and Neurointerfaces (CNN). IEEE, 2021. doi P. 76-78. doi
- Chapter Petrosyan A., Lebedev M., Ossadtchi A. Linear Systems Theoretic Approach to Interpretation of Spatial and Temporal Weights in Compact CNNs: Monte-Carlo Study, in: Brain-Inspired Cognitive Architectures for Artificial Intelligence: BICA*AI 2020. Proceedings of the 11th Annual Meeting of the BICA Society. Springer, 2021. doi P. 365-370. doi
- Article Ros T., Enriquez-Geppert S., Zotev V., Ossadtchi A., Lebedev M. Consensus on the reporting and experimental design of clinical and cognitive-behavioural neurofeedback studies // Brain. 2020. Vol. 143. No. 6. P. 1674-1685. doi
- Article Smetanin N., Belinskaya A., Lebedev M., Ossadtchi A. Digital filters for low-latency quantification of brain rhythms in real-time // Journal of Neural Engineering. 2020. Vol. 17. No. 4. P. 1-14. doi
- Chapter Lebedev M., Ossadtchi A., Okorokova L., Erlichman J. S., Rupasov V. I., Linderman M. Generating Handwriting from Multichannel Electromyographic Activity, in: Brain–Computer Interface Research. A State-of-the-Art Summary 8. Springer, 2020. doi P. 11-23. doi
- Article Belinskaya A., Lebedev M., Smetanin N., Ossadtchi A. Short-delay neurofeedback facilitates training of the parietal alpha rhythm // Journal of Neural Engineering. 2020. Vol. 17. No. 6. P. 066012. doi
- Article Lebedev M., Ossadtchi A., Urpí N. A., Mill N. A., Cervera M. R., Nicolelis M. A. Analysis of neuronal ensemble activity reveals the pitfalls and shortcomings of rotation dynamics. // Scientific Reports. 2019. Vol. 9. No. 1. P. 1-14. doi
- Article Lebedev M. Creating a neuroprosthesis for active tactile exploration of textures // Proceedings of the National Academy of Sciences of the United States of America. 2019. Vol. 116. No. 43. P. 21821-21827. doi
- Article Volkova K., Lebedev M., Kaplan A., Ossadtchi A. Decoding Movement From Electrocorticographic Activity: A Review // Frontiers in Neuroinformatics. 2019. No. 13. P. 1-20. doi
- Article Lebedev M. Decoding Movements from Cortical Ensemble Activity Using a Long Short-Term Memory Recurrent Network // Neural Computation. 2019. Vol. 31. No. 6. P. 1085-1113. doi
- Article Lebedev M. Human Brain/Cloud Interface // Frontiers in Neuroscience. 2019. Vol. 13. P. 1-24. doi
- Preprint Lebedev M., Ossadtchi A. What, if anything, is the true neurophysiological significance of “rotational dynamics”? / Cold Spring Harbor Laboratory. Series http://dx.doi.org/ "BioRxiv". 2019. doi
- Article Синкин М. В., Осадчий А. Е., Лебедев М. А., Волкова К. В., Кондратова М. С., Трифонов И. С., Крылов В. В. Пассивное речевое картирование высокой точности во время операций по поводу глиом доминантного полушария // Нейрохирургия. 2019. Т. 21. № 3. С. 37-43. doi (in press)
- Article Lebedev M. Augmentation of Brain Function: Facts, Fiction and Controversy // Frontiers in Systems Neuroscience. 2018. Vol. 12. P. 1-5. doi
- Chapter Lebedev M., Ossadtchi A. Bidirectional neural interfaces, in: Brain–Computer Interfaces Handbook. CRC Press, 2018. P. 701-720. doi
- Article Ossadtchi A., Lebedev M. Commentary: Injecting Instructions into Premotor Cortex // Frontiers in Cellular Neuroscience. 2018. Vol. 12. No. 65. P. 1-3. doi
- Article Ossadtchi A., Lebedev M. Commentary: Spatial Olfactory Learning Contributes to Place Field Formation in the Hippocampus // Frontiers in Systems Neuroscience. 2018. Vol. 12. No. 8. P. 1-5. doi
- Article Lebedev M., Tseng P., Rajangam S., Lehew G., Nicolelis M. Interbrain cortical synchronization encodes multiple aspects of social interactions in monkey pairs // Scientific Reports. 2018. Vol. 8. No. 4699. P. 1-15. doi
- Article Smetanin N., Volkova K., Zabodaev S., Lebedev M., Ossadtchi A. NFBLab - a versatile software for neurofeedback and brain-computer interface research // Frontiers in Neuroinformatics. 2018. Vol. 12. No. 100. P. 1-18. doi
- Article Lebedev M., Пимашкин А. С., Ossadtchi A. Navigation Patterns and Scent Marking: Underappreciated Contributors to Hippocampal and Entorhinal Spatial Representations? // Frontiers in Behavioral Neuroscience. 2018. Vol. 12. No. 98. P. 1-8. doi
- Article Lebedev M., Yin A., Tseng P., Rajangam S., Nicolelis M. Place Cell-Like Activity in the Primary Sensorimotor and Premotor Cortex During Monkey Whole-Body Navigation // Scientific Reports. 2018. Vol. 8. No. 9184. P. 1-17. doi
- Article Lebedev M. Training with brain-machine interfaces, visuotactile feedback and assisted locomotion improves sensorimotor, visceral, and psychological signs in chronic paraplegic patients // Plos One. 2018. Vol. 13. No. 11 doi
- Article Lebedev M., Krukoff M., Zhuang K., MacLeod D., Yin A., Byun Y., Manson R., Turner D., Oliveira L. A novel paraplegia model in awake behaving macaques // Journal of Neurophysiology. 2017. Vol. 118. No. 3. P. 1800-1808. doi
- Article Lebedev M., Nicolelis M. Brain-machine interfaces: From basic science to neuroprostheses and neurorehabilitation // Physiological Reviews. 2017. Vol. 97. No. 2. P. 767-837. doi
- Article Lebedev M. Commentary: Cortical activity in the null space: permitting preparation without movement // Frontiers in Neuroscience. 2017. Vol. 11. No. 502. P. 1-5. doi
- Article Lebedev M. Commentary: Emergence of a stable cortical map for neuroprosthetic control // Frontiers in Neuroscience. 2017. Vol. 11. No. 642. P. 1-4. doi
- Article Lebedev M., Ramakrishnan A., Byun Y., Rand K., Pedersen C., Nicolelis M. Cortical neurons multiplex reward-related signals along with sensory and motor information // Proceedings of the National Academy of Sciences of the United States of America. 2017. Vol. 114. No. 24. P. E4841-E4850. doi
- Article Rieznik A., Lebedev M., Sigman M. Dazzled by the mystery of mentalism: The cognitive neuroscience of mental athletes // Frontiers in Human Neuroscience. 2017. Vol. 11. No. 287. P. 1-3. doi
- Article Lebedev M., Vouga T., Zhuang K., Olivier J., Nicolelis M., Bouri M., Bleuler H. EXiO-A brain-controlled lower limb exoskeleton for rhesus macaques // IEEE Transactions on Neural Systems and Rehabilitation Engineering. 2017. Vol. 25. No. 2. P. 131-141. doi
- Article Mirabella G., Lebedev M. Interfacing to the brain's motor decisions // Journal of Neurophysiology. 2017. Vol. 117. No. 3. P. 1305-1319. doi
- Article Elizaveta Okorokova, Linderman M., Ossadtchi A., Lebedev Mikhail. A dynamical model improves reconstruction of handwriting from multichannel electromyographic recordings // Frontiers in Neuroscience. 2015. Vol. 9. No. 389. P. 1-15. doi
‘Science and Art Coming Together is a Key Global Trend’
HSE University held a round table devoted to science documentaries. The participants discussed possible approaches to securing support for movie production and distribution, choosing topics of interest, and encouraging cinemas to show films about science.
How Modern Robots Are Developed
Today, neuroscience and robotics are developing hand in hand. Mikhail Lebedev, Academic Supervisor at HSE University’s Centre for Bioelectric Interfaces, spoke about how studying the brain inspires the development of robots.
Scholars Provide Monkeys with a Virtual Hand
The virtual hand is capable of tactile perception
HSE Scientists Study the Capabilities of the Human Brain
The HSE Centre for Bioelectric Interfaces studies bilateral brain-computer communications and creates neuro interfaces for neuro rehabilitation and developing bionic prosthetics. This allows scientists to successfully rehabilitate patients who have suffered strokes, develop prosthetics with better sensitivity, and even provide ways to assess the competency of simultaneous interpreters.
CBI team at Skolkovo Robotics 2019
On April 16, 2019, Alex Ossadtchi and Mikhail Lebedev have made a keynote speech at the Skolkovo Robotics 2019 event. Nickolay Smetanin has also demoed a neurointerface designed at the CBI to control an exoskeleton (made by the Russian company ExoAtlet).
Successful ECoG decoding in real time!
Today marks the successful completion of the first year of our research project funded by Megagrant #14.641.31.0003 "Bi-directional ECoG BCIs for control, stimulation and communication" (lead scientist: Mikhail Lebedev).