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<article article-type="research-article" dtd-version="1.3" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xml:lang="ru"><front><journal-meta><journal-id journal-id-type="publisher-id">inovmed</journal-id><journal-title-group><journal-title xml:lang="ru">Инновационная медицина Кубани</journal-title><trans-title-group xml:lang="en"><trans-title>Innovative Medicine of Kuban</trans-title></trans-title-group></journal-title-group><issn pub-type="epub">2541-9897</issn><publisher><publisher-name>Scientific Research Institute – Ochapovsky Regional Clinical Hospital No. 1</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.35401/2500-0268-2021-23-3-64-72</article-id><article-id custom-type="elpub" pub-id-type="custom">inovmed-445</article-id><article-categories><subj-group subj-group-type="heading"><subject>Research Article</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="ru"><subject>ОБЗОРЫ</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="en"><subject>REVIEWS</subject></subj-group></article-categories><title-group><article-title>Когнитивное нейропротезирование – путь от эксперимента к клиническому применению</article-title><trans-title-group xml:lang="en"><trans-title>Cognitive neural prosthetics – the way from experiment to clinical application</trans-title></trans-title-group></title-group><contrib-group><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Кравченко</surname><given-names>С. В.</given-names></name><name name-style="western" xml:lang="en"><surname>Kravchenko</surname><given-names>S. V.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Кравченко Сергей Владимирович, кандидат медицинских наук, научный сотрудник, научный отдел</p><p>350012, Краснодар, ул. Красных Партизан, 6</p></bio><bio xml:lang="en"><p>Sergey V. Kravchenko, Cand. of Sci. (Med.), Researcher, Scientific Department</p><p>6, Krasnyh Partizan str., Krasnodar, 350012</p></bio><email xlink:type="simple">ksv.1991@yandex.ru</email><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-0694-9984</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Каде</surname><given-names>А. Х.</given-names></name><name name-style="western" xml:lang="en"><surname>Kade</surname><given-names>A. Kh.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Каде Азамат Халидович, доктор медицинских наук, профессор, заведующий кафедрой общей и клинической патологической физиологии</p><p>Краснодар</p></bio><bio xml:lang="en"><p>Azamat Kh. Kade, Dr. of Sci. (Med.), Professor, Head of the Department of Common and Clinical Pathological Physiology</p><p>Krasnodar</p></bio><xref ref-type="aff" rid="aff-2"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0001-7140-0739</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Трофименко</surname><given-names>А. И.</given-names></name><name name-style="western" xml:lang="en"><surname>Trofimenko</surname><given-names>A. I.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Трофименко Артем Иванович, кандидат медицинских наук, научный сотрудник, научно-организационный отдел, Научно-исследовательский институт – Краевая клиническая больница № 1 им. проф. С.В. Очаповского; ассистент кафедры общей и клинической патологической физиологии, Кубанский государственный медицинский университет</p><p>Краснодар</p></bio><bio xml:lang="en"><p>Artem I. Trofimenko, Cand. of Sci. (Med.), Assistant Professor, Department of Common and Clinical Pathological Physiology, Kuban State Medical University; Researcher, Scientific and Organizational Department, Research Institute – Ochapovsky Regional Hospital no. 1</p><p>Krasnodar</p></bio><xref ref-type="aff" rid="aff-3"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-8980-2741</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Вчерашнюк</surname><given-names>С. П.</given-names></name><name name-style="western" xml:lang="en"><surname>Vcherashnyuk</surname><given-names>S. P.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Вчерашнюк Светлана Петровна, кандидат медицинских наук, доцент кафедры общей и клинической патологической физиологии</p><p>Краснодар</p></bio><bio xml:lang="en"><p>Svetlana P. Vcherashnyuk, Cand. of Sci. (Med.), Associate Professor, Department of Common and Clinical Pathological Physiology</p><p>Krasnodar</p></bio><xref ref-type="aff" rid="aff-2"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0003-1323-0828</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Малышко</surname><given-names>В. В.</given-names></name><name name-style="western" xml:lang="en"><surname>Malyshko</surname><given-names>V. V.</given-names></name></name-alternatives><bio xml:lang="ru"><p> </p><p>Малышко Вадим Владимирович, кандидат медицинских наук, доцент кафедры общей хирургии</p><p>Краснодар</p></bio><bio xml:lang="en"><p>Vadim V. Malyshko, Cand. of Sci. (Med.),Associate Professor, Department of Common Surgery</p><p>Krasnodar</p></bio><xref ref-type="aff" rid="aff-2"/></contrib></contrib-group><aff-alternatives id="aff-1"><aff xml:lang="ru"><institution>МНТК «Микрохирургия глаза» им. акад. С.Н. Федорова»</institution><country>Россия</country></aff><aff xml:lang="en"><institution>The S. Fedorov Eye Microsurgery Federal State Institute</institution><country>Russian Federation</country></aff></aff-alternatives><aff-alternatives id="aff-2"><aff xml:lang="ru"><institution>Кубанский государственный медицинский университет</institution><country>Россия</country></aff><aff xml:lang="en"><institution>Kuban State Medical University</institution><country>Russian Federation</country></aff></aff-alternatives><aff-alternatives id="aff-3"><aff xml:lang="ru"><institution>Кубанский государственный медицинский университет;&#13;
Научно-исследовательский институт – Краевая клиническая больница № 1 им. проф. С.В. Очаповского</institution><country>Россия</country></aff><aff xml:lang="en"><institution>Kuban State Medical University;&#13;
Research Institute – Ochapovsky Regional Hospital no. 1</institution><country>Russian Federation</country></aff></aff-alternatives><pub-date pub-type="collection"><year>2021</year></pub-date><pub-date pub-type="epub"><day>30</day><month>09</month><year>2021</year></pub-date><volume>0</volume><issue>3</issue><fpage>64</fpage><lpage>72</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Кравченко С.В., Каде А.Х., Трофименко А.И., Вчерашнюк С.П., Малышко В.В., 2021</copyright-statement><copyright-year>2021</copyright-year><copyright-holder xml:lang="ru">Кравченко С.В., Каде А.Х., Трофименко А.И., Вчерашнюк С.П., Малышко В.В.</copyright-holder><copyright-holder xml:lang="en">Kravchenko S.V., Kade A.K., Trofimenko A.I., Vcherashnyuk S.P., Malyshko V.V.</copyright-holder><license xml:lang="ru" license-type="creative-commons-attribution" xlink:href="https://creativecommons.org/licenses/by/4.0/" xlink:type="simple"><license-p>Данная работа распространяется под лицензией Creative Commons Attribution 4.0.</license-p></license><license xml:lang="en" license-type="creative-commons-attribution" xlink:href="https://creativecommons.org/licenses/by/4.0/" xlink:type="simple"><license-p>This work is licensed under a Creative Commons Attribution 4.0 License.</license-p></license></permissions><self-uri xlink:href="https://www.innovmedkub.ru/jour/article/view/445">https://www.innovmedkub.ru/jour/article/view/445</self-uri><abstract><p>Цель Освещение основных аспектов разработки и применения когнитивных нейропротезов, в частности, технологические предпосылки их создания, принципиальные вопросы реализации и ключевые современные достижения в данной сфере. В ходе анализа литературных источников определено место, которое занимают нейропротезы среди находящихся в производстве либо уже используемых в клинической практике искусственных органов и тканей. Описаны основные принципы их применения, необходимые структурные элементы и условия функционирования. Представлены примеры заболеваний, которые могут быть скорректированы посредством использования когнитивных нейропротезов. Описаны механизмы компенсации функций поврежденных структур головного мозга при использовании нейропротезов на основе принципов их взаимодействия с биологическими нейронными сетями. Приводятся описания передовых исследований, актуальных в настоящее время, в том числе информация о протоколах и результатах испытаний на животных и человеке искусственного гиппокампа, а также результаты тестирования протеза, позволяющего восстановить функции префронтальной коры у животных. Рассмотренные в обзоре примеры позволяют прийти к заключению, что когнитивные нейропротезы являются не просто гипотетической концепцией, а имеют воплощение в виде специализированных разработок. В настоящее время наибольшие успехи достигнуты в восстановлении функций гиппокампа.</p></abstract><trans-abstract xml:lang="en"><p>Accepted: September 3, 2021. Objective of this review is to highlight some aspects of the development and use of cognitive neuroprostheses, such as the technological background for their developing and key modern projects in this field. The literature sources were analyzed and the place of neuroprostheses among other artificial organs and tissues, which are under development or already used in clinical practice, was defined. The main principles of their implementation, structural elements and operating conditions were described. Also, this review presents some examples of diseases which can be corrected by cognitive neuroprostheses. The mechanisms of compensation for the functions of the damaged brain structures when using neuroprostheses are described on the basis of the principles of their interaction with biological neural networks. Descriptions of advanced developments that are currently relevant are given. Moreover, information is provided on the protocols and results of tests on animals and humans of the artificial hippocampus, as well as the results of testing a prosthesis that allows restoring the functions of the prefrontal cortex in animals. The examples considered in the review allow us to conclude that cognitive neuroprostheses are not just a hypothetic concept. They are implemented as specialized experimental solutions for practical clinical issues. Currently, the greatest success has been achieved in restoring the hippocampus functions.</p></trans-abstract><kwd-group xml:lang="ru"><kwd>нейропротезирование</kwd><kwd>гиппокамп</kwd><kwd>нейроинженерия</kwd><kwd>когнитивный нейропротез</kwd><kwd>интерфейс мозгкомпьютер</kwd><kwd>нейроинтерфейс</kwd></kwd-group><kwd-group xml:lang="en"><kwd>neuroprosthetics</kwd><kwd>hippocampus</kwd><kwd>neuroengineering</kwd><kwd>cognitive neural prostheses</kwd><kwd>brain-computer interface</kwd><kwd>neurointerface</kwd></kwd-group></article-meta></front><back><ref-list><title>References</title><ref id="cit1"><label>1</label><citation-alternatives><mixed-citation xml:lang="ru">McGimpsey G, Bradford TC. Limb prosthetics services and devices. Bioengineering Institute Center for Neuroprosthetics: Worcester Polytechnic Institution; 2008.</mixed-citation><mixed-citation xml:lang="en">McGimpsey G, Bradford TC. Limb prosthetics services and devices. Bioengineering Institute Center for Neuroprosthetics: Worcester Polytechnic Institution; 2008.</mixed-citation></citation-alternatives></ref><ref id="cit2"><label>2</label><citation-alternatives><mixed-citation xml:lang="ru">Windrich M, Grimmer M, Christ O, Rinderknecht S, Beckerle P. Active lower limb prosthetics: a systematic review of design issues and solutions. BioMed Eng OnLine. 2016;15(3):140. https://biomedical-engineering-online.biomedcentral.com/articles/10.1186/s12938-016-0284-9</mixed-citation><mixed-citation xml:lang="en">Windrich M, Grimmer M, Christ O, Rinderknecht S, Beckerle P. Active lower limb prosthetics: a systematic review of design issues and solutions. BioMed Eng OnLine. 2016;15(3):140. https://biomedical-engineering-online.biomedcentral.com/articles/10.1186/s12938-016-0284-9</mixed-citation></citation-alternatives></ref><ref id="cit3"><label>3</label><citation-alternatives><mixed-citation xml:lang="ru">Shah KB, Mankad AK, Tang DG, Kasirajan V. The Total Artificial Heart. In: Eisen H, eds. Heart Failure. Springer; 2017. Р. 691–709. https://doi.org/10.1007/978-1-4471-4219-5_29</mixed-citation><mixed-citation xml:lang="en">Shah KB, Mankad AK, Tang DG, Kasirajan V. The Total Artificial Heart. In: Eisen H, eds. Heart Failure. Springer; 2017. Р. 691–709. https://doi.org/10.1007/978-1-4471-4219-5_29</mixed-citation></citation-alternatives></ref><ref id="cit4"><label>4</label><citation-alternatives><mixed-citation xml:lang="ru">Nguyen J, Werner L. Intraocular lenses for cataract surgery. In: Kolb H, Fernandez E, Nelson R, eds. Webvision: The Organization of the Retina and Visual System [Internet]. Salt Lake City (UT): University of Utah Health Sciences Center; 2017. Accessed June 11, 2020. https://www.ncbi.nlm.nih.gov/books/NBK481726/ PMID: 29437325</mixed-citation><mixed-citation xml:lang="en">Nguyen J, Werner L. Intraocular lenses for cataract surgery. In: Kolb H, Fernandez E, Nelson R, eds. Webvision: The Organization of the Retina and Visual System [Internet]. Salt Lake City (UT): University of Utah Health Sciences Center; 2017. Accessed June 11, 2020. https://www.ncbi.nlm.nih.gov/books/NBK481726/ PMID: 29437325</mixed-citation></citation-alternatives></ref><ref id="cit5"><label>5</label><citation-alternatives><mixed-citation xml:lang="ru">Lebedev M. Augmentation of sensorimotor functions with neural prostheses. Opera Medica et Physiologica. 2016;2(3):211– 227. Accessed June 11, 2020. http://www.operamedphys.org/OMP_2016_03_0035</mixed-citation><mixed-citation xml:lang="en">Lebedev M. Augmentation of sensorimotor functions with neural prostheses. Opera Medica et Physiologica. 2016;2(3):211– 227. Accessed June 11, 2020. http://www.operamedphys.org/OMP_2016_03_0035</mixed-citation></citation-alternatives></ref><ref id="cit6"><label>6</label><citation-alternatives><mixed-citation xml:lang="ru">Mirabella G, Lebedev MА. Interfacing to the brain’s motor decisions. Journal of neurophysiology. 2017;117(3):1305– 1319. https://doi.org/10.1152/jn.00051.2016</mixed-citation><mixed-citation xml:lang="en">Mirabella G, Lebedev MА. Interfacing to the brain’s motor decisions. Journal of neurophysiology. 2017;117(3):1305– 1319. https://doi.org/10.1152/jn.00051.2016</mixed-citation></citation-alternatives></ref><ref id="cit7"><label>7</label><citation-alternatives><mixed-citation xml:lang="ru">Thomas TM, Candrea DN, Fifer MS, et al. Decoding native cortical representations for flexion and extension at upper limb joints using electrocorticography. IEEE Transactions on Neural Systems and Rehabilitation Engineering. 2019;27(2):293–303. PMID: 30624221. PMCID: PMC6375785 https://doi.org/10.1109/tnsre.2019.2891362</mixed-citation><mixed-citation xml:lang="en">Thomas TM, Candrea DN, Fifer MS, et al. Decoding native cortical representations for flexion and extension at upper limb joints using electrocorticography. IEEE Transactions on Neural Systems and Rehabilitation Engineering. 2019;27(2):293–303. PMID: 30624221. PMCID: PMC6375785 https://doi.org/10.1109/tnsre.2019.2891362</mixed-citation></citation-alternatives></ref><ref id="cit8"><label>8</label><citation-alternatives><mixed-citation xml:lang="ru">Niketeghad S, Pouratian N. Brain machine interfaces for vision restoration: the current state of cortical visual prosthetics. Neurotherapeutics. 2019;16(1):134–143. https://doi.org/10.1007/s13311-018-0660-1</mixed-citation><mixed-citation xml:lang="en">Niketeghad S, Pouratian N. Brain machine interfaces for vision restoration: the current state of cortical visual prosthetics. Neurotherapeutics. 2019;16(1):134–143. https://doi.org/10.1007/s13311-018-0660-1</mixed-citation></citation-alternatives></ref><ref id="cit9"><label>9</label><citation-alternatives><mixed-citation xml:lang="ru">Xu H, Han Y, Han X, et al. Unsupervised and real-time spike sorting chip for neural signal processing in hippocampal prosthesis. Journal of neuroscience methods. 2019;311:111–121. https://doi.org/10.1016/j.jneumeth.2018.10.019</mixed-citation><mixed-citation xml:lang="en">Xu H, Han Y, Han X, et al. Unsupervised and real-time spike sorting chip for neural signal processing in hippocampal prosthesis. Journal of neuroscience methods. 2019;311:111–121. https://doi.org/10.1016/j.jneumeth.2018.10.019</mixed-citation></citation-alternatives></ref><ref id="cit10"><label>10</label><citation-alternatives><mixed-citation xml:lang="ru">Дамулина А.И., Коновалов Р.Н., Кадыков А.С. Постинсультные когнитивные нарушения. Неврологический журнал. 2015;20(1):12–19.</mixed-citation><mixed-citation xml:lang="en">Damulina AI, Konovalov RN, Kadykov AS. Poststroke cognitive impairments. The Neurological Journal. 2015;20(1):12– 19. (In Russ.)</mixed-citation></citation-alternatives></ref><ref id="cit11"><label>11</label><citation-alternatives><mixed-citation xml:lang="ru">Kade AKh, Kravchenko SV, Trofimenko AI, et al. The efficacy of TES-therapy for treatment of anxiety-like behavior and motor disorders in rats with an experimental model of parkinsonism. S.S. Korsakov Journal of Neurology and Psychiatry. 2019;119(9):91–96. PMID: 31626224. https://doi.org/10.17116/jnevro201911909191</mixed-citation><mixed-citation xml:lang="en">Kade AKh, Kravchenko SV, Trofimenko AI, et al. The efficacy of TES-therapy for treatment of anxiety-like behavior and motor disorders in rats with an experimental model of parkinsonism. S.S. Korsakov Journal of Neurology and Psychiatry. 2019;119(9):91–96. PMID: 31626224. https://doi.org/10.17116/jnevro201911909191</mixed-citation></citation-alternatives></ref><ref id="cit12"><label>12</label><citation-alternatives><mixed-citation xml:lang="ru">Orizondo RA, Cardounel AJ, Kormos R, Sanchez PG. Artificial Lungs: Current Status and Future Directions. Current Transplantation Reports. 2019;6(4):307–315. https://doi.org/10.1007/s40472-019-00255-0</mixed-citation><mixed-citation xml:lang="en">Orizondo RA, Cardounel AJ, Kormos R, Sanchez PG. Artificial Lungs: Current Status and Future Directions. Current Transplantation Reports. 2019;6(4):307–315. https://doi.org/10.1007/s40472-019-00255-0</mixed-citation></citation-alternatives></ref><ref id="cit13"><label>13</label><citation-alternatives><mixed-citation xml:lang="ru">Van Gelder MK, Jong JA, Folkertsma L, et al. Urea removal strategies for dialysate regeneration in a wearable artificial kidney. Biomaterials. 2020;234:119735. https://doi.org/10.1016/j.biomaterials.2019.119735</mixed-citation><mixed-citation xml:lang="en">Van Gelder MK, Jong JA, Folkertsma L, et al. Urea removal strategies for dialysate regeneration in a wearable artificial kidney. Biomaterials. 2020;234:119735. https://doi.org/10.1016/j.biomaterials.2019.119735</mixed-citation></citation-alternatives></ref><ref id="cit14"><label>14</label><citation-alternatives><mixed-citation xml:lang="ru">Ganin IP, Shishkin SL, Kochetova AG, Kaplan AY. P300- based brain-computer interface: The effect of the stimulus position in a stimulus train. Human Physiology. 2012;38(2):121–128. https://doi.org/10.1134/S0362119712020041</mixed-citation><mixed-citation xml:lang="en">Ganin IP, Shishkin SL, Kochetova AG, Kaplan AY. P300- based brain-computer interface: The effect of the stimulus position in a stimulus train. Human Physiology. 2012;38(2):121–128. https://doi.org/10.1134/S0362119712020041</mixed-citation></citation-alternatives></ref><ref id="cit15"><label>15</label><citation-alternatives><mixed-citation xml:lang="ru">Levitskaya O, Lebedev MA. Brain-computer interface: the future in the present. Bulletin of Russian State Medical University. 2016;2:4–15. https://doi.org/10.24075/brsmu.2016-02-01</mixed-citation><mixed-citation xml:lang="en">Levitskaya O, Lebedev MA. Brain-computer interface: the future in the present. Bulletin of Russian State Medical University. 2016;2:4–15. https://doi.org/10.24075/brsmu.2016-02-01</mixed-citation></citation-alternatives></ref><ref id="cit16"><label>16</label><citation-alternatives><mixed-citation xml:lang="ru">Гунделах Ф.В., Станкевич Л.А., Сонькин К.М., Нагорнова Ж.В., Шемякина Н.В. Применение интерфейсов «мозгкомпьютер» в ассистивных технологиях. Труды СПИИРАН. 2020;19(2):277–301. https://doi.org/10.15622/sp.2020.19.2.2</mixed-citation><mixed-citation xml:lang="en">Gundelakh FV, Stankevich LA, Son'kin KM, Nagornova ZhV, Shemyakina NV. Application of Brain-computer Interfaces in Assistive Technologies. Informatics and automation (SPIIRAS Proceedings). 2020;19(2):277–301. (In Russ.). https://doi.org/10.15622/sp.2020.19.2.2</mixed-citation></citation-alternatives></ref><ref id="cit17"><label>17</label><citation-alternatives><mixed-citation xml:lang="ru">Rao RPN. Towards neural co-processors for the brain: combining decoding and encoding in brain–computer interfaces. Current opinion in neurobiology. 2019;55:142–151. https://doi.org/10.1016/j.conb.2019.03.008</mixed-citation><mixed-citation xml:lang="en">Rao RPN. Towards neural co-processors for the brain: combining decoding and encoding in brain–computer interfaces. Current opinion in neurobiology. 2019;55:142–151. https://doi.org/10.1016/j.conb.2019.03.008</mixed-citation></citation-alternatives></ref><ref id="cit18"><label>18</label><citation-alternatives><mixed-citation xml:lang="ru">Chaudhary U, Birbaumer N, Ramos-Murguialday A. Brain–computer interfaces for communication and rehabilitation. Nature Reviews Neurology. 2016;12(9):513. https://doi.org/10.1038/nrneurol.2016.113</mixed-citation><mixed-citation xml:lang="en">Chaudhary U, Birbaumer N, Ramos-Murguialday A. Brain–computer interfaces for communication and rehabilitation. Nature Reviews Neurology. 2016;12(9):513. https://doi.org/10.1038/nrneurol.2016.113</mixed-citation></citation-alternatives></ref><ref id="cit19"><label>19</label><citation-alternatives><mixed-citation xml:lang="ru">Федотчев А.И., Парин С.Б., Полевая С.А., Великова С.Д. Технологии «Интерфейс мозг-компьютер» и нейробиоуправление: современное состояние, проблемы и возможности клинического применения (обзор). Современные технологии в медицине. 2017;9(1):175–184. https://doi.org/10.17691/stm2017.9.1.22</mixed-citation><mixed-citation xml:lang="en">Fedotchev AI, Parin SB, Polevaya SA, Velikova SD. Brain– Computer Interface and Neurofeedback Technologies: Current State, Problems and Clinical Prospects (Review). Modern technologies in medicine. 2017;9(1):175–184. (In Russ.). https://doi.org/10.17691/stm2017.9.1.22</mixed-citation></citation-alternatives></ref><ref id="cit20"><label>20</label><citation-alternatives><mixed-citation xml:lang="ru">Гордлеева С.Ю., Лукоянов М.В., Минеев С.А. и др. Управление роботизированным экзоскелетоном на основе технологии «Интерфейс мозг-компьютер» моторно-воображаемого типа. Современные технологии в медицине. 2017;9(3): 31–38. https://doi.org/10.17691/stm2017.93.04</mixed-citation><mixed-citation xml:lang="en">Gordleeva SYu, Lukoyanov MV, Mineev SA, et al. Exoskeleton Control System Based on Motor-Imaginary Brain–Computer Interface. Modern technologies in medicine. 2017;9(3):31–38. (In Russ.). https://doi.org/10.17691/stm2017.93.04</mixed-citation></citation-alternatives></ref><ref id="cit21"><label>21</label><citation-alternatives><mixed-citation xml:lang="ru">Andersen RA, Burdick JW, Musallam S, et al. Cognitive neural prosthetics. Trends in Cognitive Sciences. 2004;8(11):486– 493. https://doi.org/10.1016/j.tics.2004.09.009</mixed-citation><mixed-citation xml:lang="en">Andersen RA, Burdick JW, Musallam S, et al. Cognitive neural prosthetics. Trends in Cognitive Sciences. 2004;8(11):486– 493. https://doi.org/10.1016/j.tics.2004.09.009</mixed-citation></citation-alternatives></ref><ref id="cit22"><label>22</label><citation-alternatives><mixed-citation xml:lang="ru">Klaes C, Shi Y, Kellis S, et al. A cognitive neuroprosthetic that uses cortical stimulation for somatosensory feedback. Journal of neural engineering. 2014;11(5):056024. https://doi.org/10.1088/1741-2560/11/5/056024</mixed-citation><mixed-citation xml:lang="en">Klaes C, Shi Y, Kellis S, et al. A cognitive neuroprosthetic that uses cortical stimulation for somatosensory feedback. Journal of neural engineering. 2014;11(5):056024. https://doi.org/10.1088/1741-2560/11/5/056024</mixed-citation></citation-alternatives></ref><ref id="cit23"><label>23</label><citation-alternatives><mixed-citation xml:lang="ru">Andersen RA, Hwang EJ, Mulliken GH. Cognitive Neural Prosthetics. Annual Review of Psychology. 2010;61(1):169–190. https://doi.org/10.1146/annurev.psych.093008.100503</mixed-citation><mixed-citation xml:lang="en">Andersen RA, Hwang EJ, Mulliken GH. Cognitive Neural Prosthetics. Annual Review of Psychology. 2010;61(1):169–190. https://doi.org/10.1146/annurev.psych.093008.100503</mixed-citation></citation-alternatives></ref><ref id="cit24"><label>24</label><citation-alternatives><mixed-citation xml:lang="ru">Steyrl D, Kobler RJ, Müller-Putz GR. On similarities and differences of invasive and non-invasive electrical brain signals in brain-computer interfacing. Journal of Biomedical Science and Engineering. 2016;9(08):393–398. https://doi.org/10.4236/jbise.2016.98034</mixed-citation><mixed-citation xml:lang="en">Steyrl D, Kobler RJ, Müller-Putz GR. On similarities and differences of invasive and non-invasive electrical brain signals in brain-computer interfacing. Journal of Biomedical Science and Engineering. 2016;9(08):393–398. https://doi.org/10.4236/jbise.2016.98034</mixed-citation></citation-alternatives></ref><ref id="cit25"><label>25</label><citation-alternatives><mixed-citation xml:lang="ru">Бодин О.Н., Солодимова Г.А., Спиркин А.Н. Нейроинтерфейс для управления роботизированными устройствами. Измерение. Мониторинг. Управление. Контроль. 2019;4(30):70–76. https://doi.org/10.21685/2307-5538-2019-4-8</mixed-citation><mixed-citation xml:lang="en">Bodin ON, Solodimova GA, Spirkin AN. Neurointerface for Controlling Robotic Devices. Measuring. Monitoring. Management. Control. 2019;4(30):70–76. (In Russ.). https://doi.org/10.21685/2307-5538-2019-4-8</mixed-citation></citation-alternatives></ref><ref id="cit26"><label>26</label><citation-alternatives><mixed-citation xml:lang="ru">Vallabhaneni A, Wang T, He B. Brain-Computer Interface. In: He B. (eds) Neural engineering. Bioelectric engineering. Boston, MA: Springer; 2005:85–121. https://doi.org/10.1007/0-306-48610-5_3</mixed-citation><mixed-citation xml:lang="en">Vallabhaneni A, Wang T, He B. Brain-Computer Interface. In: He B. (eds) Neural engineering. Bioelectric engineering. Boston, MA: Springer; 2005:85–121. https://doi.org/10.1007/0-306-48610-5_3</mixed-citation></citation-alternatives></ref><ref id="cit27"><label>27</label><citation-alternatives><mixed-citation xml:lang="ru">Adewole DO, Serruya MD, Harris JP, et al. The evolution of neuroprosthetic interfaces. Critical Reviews™ in Biomedical Engineering. 2016;44(1–2):123–152. PMID: 27652455. PMCID: PMC5541680. https://doi.org/10.1615/CritRevBiomedEng.2016017198</mixed-citation><mixed-citation xml:lang="en">Adewole DO, Serruya MD, Harris JP, et al. The evolution of neuroprosthetic interfaces. Critical Reviews™ in Biomedical Engineering. 2016;44(1–2):123–152. PMID: 27652455. PMCID: PMC5541680. https://doi.org/10.1615/CritRevBiomedEng.2016017198</mixed-citation></citation-alternatives></ref><ref id="cit28"><label>28</label><citation-alternatives><mixed-citation xml:lang="ru">Bonifazi P, Difato F, Massobrio P, et al. In vitro largescale experimental and theoretical studies for the realization of bi-directional brain-prostheses. Frontiers in neural circuits. 2013;7:40. PMID: 23503997. PMCID: PMC3596784. https://doi.org/10.3389/fncir.2013.00040</mixed-citation><mixed-citation xml:lang="en">Bonifazi P, Difato F, Massobrio P, et al. In vitro largescale experimental and theoretical studies for the realization of bi-directional brain-prostheses. Frontiers in neural circuits. 2013;7:40. PMID: 23503997. PMCID: PMC3596784. https://doi.org/10.3389/fncir.2013.00040</mixed-citation></citation-alternatives></ref><ref id="cit29"><label>29</label><citation-alternatives><mixed-citation xml:lang="ru">Abdi A, Cha HK. A bidirectional neural interface CMOS analog front-end IC with embedded isolation switch for implantable devices. Microelectronics journal. 2016;58:70–75. https://doi.org/10.1016/j.mejo.2016.10.013</mixed-citation><mixed-citation xml:lang="en">Abdi A, Cha HK. A bidirectional neural interface CMOS analog front-end IC with embedded isolation switch for implantable devices. Microelectronics journal. 2016;58:70–75. https://doi.org/10.1016/j.mejo.2016.10.013</mixed-citation></citation-alternatives></ref><ref id="cit30"><label>30</label><citation-alternatives><mixed-citation xml:lang="ru">Park J, Kim G, Jung SD. A 128-channel FPGA-based real-time spike-sorting bidirectional closed-loop neural interface system. IEEE Transactions on Neural Systems and Rehabilitation Engineering. 2017;25(12):2227–2238. https://doi.org/10.1109/tnsre.2017.2697415</mixed-citation><mixed-citation xml:lang="en">Park J, Kim G, Jung SD. A 128-channel FPGA-based real-time spike-sorting bidirectional closed-loop neural interface system. IEEE Transactions on Neural Systems and Rehabilitation Engineering. 2017;25(12):2227–2238. https://doi.org/10.1109/tnsre.2017.2697415</mixed-citation></citation-alternatives></ref><ref id="cit31"><label>31</label><citation-alternatives><mixed-citation xml:lang="ru">Zhang M, Tang Z, Liu X, Van der Spiegel J. Electronic neural interfaces. Nature Electronics. 2020;3:191–200. https://doi.org/10.1038/s41928-020-0390-3</mixed-citation><mixed-citation xml:lang="en">Zhang M, Tang Z, Liu X, Van der Spiegel J. Electronic neural interfaces. Nature Electronics. 2020;3:191–200. https://doi.org/10.1038/s41928-020-0390-3</mixed-citation></citation-alternatives></ref><ref id="cit32"><label>32</label><citation-alternatives><mixed-citation xml:lang="ru">Buccelli S, Bornat Y, Colombi I, et al. A neuromorphic prosthesisto restore communication in neuronal networks. iScience. 2019;19:402–414. PMID: 31421595. PMCID: PMC6706626. https://doi.org/10.1016/j.isci.2019.07.046</mixed-citation><mixed-citation xml:lang="en">Buccelli S, Bornat Y, Colombi I, et al. A neuromorphic prosthesisto restore communication in neuronal networks. iScience. 2019;19:402–414. PMID: 31421595. PMCID: PMC6706626. https://doi.org/10.1016/j.isci.2019.07.046</mixed-citation></citation-alternatives></ref><ref id="cit33"><label>33</label><citation-alternatives><mixed-citation xml:lang="ru">Keren H, Partzsch J, Marom S, Mayr CG. A biohybrid setup for coupling biological and neuromorphic neural networks. Frontiers in neuroscience. 2019;13:432. PMID: 31133779. PMCID: PMC6517490. https://doi.org/10.3389/fnins.2019.00432</mixed-citation><mixed-citation xml:lang="en">Keren H, Partzsch J, Marom S, Mayr CG. A biohybrid setup for coupling biological and neuromorphic neural networks. Frontiers in neuroscience. 2019;13:432. PMID: 31133779. PMCID: PMC6517490. https://doi.org/10.3389/fnins.2019.00432</mixed-citation></citation-alternatives></ref><ref id="cit34"><label>34</label><citation-alternatives><mixed-citation xml:lang="ru">Рачкаускас Г.С., Ромашова Т.И., Радионова С.И. и др. Опыт лечения и реабилитации больных с острыми психозами вследствие цереброваскулярной патологии. Журнал психиатрии и медицинской психологии. 2018;4(44):48–52.</mixed-citation><mixed-citation xml:lang="en">Rachkauskas GS, Romashova TI, Radionova SI, et al. Experience of Treatment and Rehabilitation of Patients with Acute Psychosis due to Cerebrovascular Pathology. Journal of Psychiatry and Medical Psychology. 2018;4(44):48–52. (In Russ.).</mixed-citation></citation-alternatives></ref><ref id="cit35"><label>35</label><citation-alternatives><mixed-citation xml:lang="ru">Яковлева О.Б., Сафарова Т.П., Гаврилова С.И. Персонализированный подход к лечению депрессий у пациентов пожилого возраста. Журнал неврологии и психиатрии им. С.С. Корсакова. 2019;119(9(2)):68–77. https://doi.org/10.17116/jnevro201911909268</mixed-citation><mixed-citation xml:lang="en">Yakovleva OB, Safarova TP, Gavrilova SI. Personalized approach to the treatment of depression in the elderly. S.S. Korsakov Journal of Neurology and Psychiatry. 2019;119(9(2)):68–77. (In Russ.). https://doi.org/10.17116/jnevro201911909268</mixed-citation></citation-alternatives></ref><ref id="cit36"><label>36</label><citation-alternatives><mixed-citation xml:lang="ru">Смирнов А.В., Краюшкин А.И., Горелик Е.В. и др. Морфологическая характеристика гиппокампа при церебральном атеросклерозе. Современные проблемы науки и образования. 2012;(1):87–87.</mixed-citation><mixed-citation xml:lang="en">Smirnov AV, Krayushkin AI, Gorelik EV, et al. Morphological characteristics of hippocampus with cerebral atherosclerosis. Modern Problems of Science and Education. 2012;(1):87–87. (In Russ.).</mixed-citation></citation-alternatives></ref><ref id="cit37"><label>37</label><citation-alternatives><mixed-citation xml:lang="ru">Berger TW, Song GA, Chan RH, et al. Role of the hippocampus in memory formation: restorative encoding memory integration neural device as a cognitive neural prosthesis. IEEE pulse. 2012;3(5):17–22. https://doi.org/10.1109/mpul.2012.2205775</mixed-citation><mixed-citation xml:lang="en">Berger TW, Song GA, Chan RH, et al. Role of the hippocampus in memory formation: restorative encoding memory integration neural device as a cognitive neural prosthesis. IEEE pulse. 2012;3(5):17–22. https://doi.org/10.1109/mpul.2012.2205775</mixed-citation></citation-alternatives></ref><ref id="cit38"><label>38</label><citation-alternatives><mixed-citation xml:lang="ru">Першина Е.В., Архипов В.И. Когнитивные нарушения у крыс при моделировании нейродегенерации в гиппокампе с помощью нейротоксиканта хлорида триметилолова. Современные проблемы науки и образования. 2016;4:225– 225.</mixed-citation><mixed-citation xml:lang="en">Pershina EV, Arkhipov VI. Cognitive impairment in rats at modeling of neurodegeneration in the hippocampus by using neurotoxicant trimethyltin chloride. Modern Problems of Science and Education. 2016;4:225–225. (In Russ.).</mixed-citation></citation-alternatives></ref><ref id="cit39"><label>39</label><citation-alternatives><mixed-citation xml:lang="ru">Арушанян Э.Б., Бейер Э.В. Гиппокамп как возможная мишень для действия ноотропных средств. Экспериментальная и клиническая фармакология. 2007;70(4):59–65. https://doi.org/10.30906/0869-2092-2007-70-4-59-65</mixed-citation><mixed-citation xml:lang="en">Арушанян Э.Б., Бейер Э.В. Гиппокамп как возможная мишень для действия ноотропных средств. Экспериментальная и клиническая фармакология. 2007;70(4):59–65. Arushanyan EB, Beier EV. Hippocampus: a target for cognition enhancers. Experimental and Clinical Pharmacology. 2007;70(4):59–65. (In Russ.). https://doi.org/10.30906/0869-2092-2007-70-4-59-65</mixed-citation></citation-alternatives></ref><ref id="cit40"><label>40</label><citation-alternatives><mixed-citation xml:lang="ru">Berger TW, Ahuja A, Courellis SH, et al. Restoring lost cognitive function. IEEE Engineering in Medicine and Biology Magazine. 2005;24(5):30–44. https://doi.org/10.1109/memb.2005.1511498</mixed-citation><mixed-citation xml:lang="en">Berger TW, Ahuja A, Courellis SH, et al. Restoring lost cognitive function. IEEE Engineering in Medicine and Biology Magazine. 2005;24(5):30–44. https://doi.org/10.1109/memb.2005.1511498</mixed-citation></citation-alternatives></ref><ref id="cit41"><label>41</label><citation-alternatives><mixed-citation xml:lang="ru">Berger TW, Song D, Chan RH, et al. A hippocampal cognitive prosthesis: multi-input, multi-output nonlinear modeling and VLSI implementation. IEEE Transactions on Neural Systems and Rehabilitation Engineering. 2012;20(2):198–211. PMID: 22438335. PMCID: PMC3395724. https://doi.org/10.1109/tnsre.2012.2189133</mixed-citation><mixed-citation xml:lang="en">Berger TW, Song D, Chan RH, et al. A hippocampal cognitive prosthesis: multi-input, multi-output nonlinear modeling and VLSI implementation. IEEE Transactions on Neural Systems and Rehabilitation Engineering. 2012;20(2):198–211. PMID: 22438335. PMCID: PMC3395724. https://doi.org/10.1109/tnsre.2012.2189133</mixed-citation></citation-alternatives></ref><ref id="cit42"><label>42</label><citation-alternatives><mixed-citation xml:lang="ru">Zanos TP, Hampson RE, Deadwyler SE, et al. Boolean modeling of neural systems with point-process inputs and outputs. Part II: Application to the rat hippocampus. Annals of biomedical engineering. 2009;37(8):1668–1682. PMID: 19499341. PMCID: PMC2917724. https://doi.org/10.1007/s10439-009-9716-z</mixed-citation><mixed-citation xml:lang="en">Zanos TP, Hampson RE, Deadwyler SE, et al. Boolean modeling of neural systems with point-process inputs and outputs. Part II: Application to the rat hippocampus. Annals of biomedical engineering. 2009;37(8):1668–1682. PMID: 19499341. PMCID: PMC2917724. https://doi.org/10.1007/s10439-009-9716-z</mixed-citation></citation-alternatives></ref><ref id="cit43"><label>43</label><citation-alternatives><mixed-citation xml:lang="ru">Hampson RE, Song D, Opris I, et al. Facilitation of memory encoding in primate hippocampus by a neuroprosthesis that promotes task-specific neural firing. Journal of neural engineering. 2013;10(6):066013. https://doi.org/10.1088/1741-2560/10/6/066013</mixed-citation><mixed-citation xml:lang="en">Hampson RE, Song D, Opris I, et al. Facilitation of memory encoding in primate hippocampus by a neuroprosthesis that promotes task-specific neural firing. Journal of neural engineering. 2013;10(6):066013. https://doi.org/10.1088/1741-2560/10/6/066013</mixed-citation></citation-alternatives></ref><ref id="cit44"><label>44</label><citation-alternatives><mixed-citation xml:lang="ru">Opris I, Santos LM, Gerhardt GA, et al. Distributed encoding of spatial and object categories in primate hippocampal microcircuits. Frontiers in neuroscience. 2015;9:317. PMID: 26500473. PMCID: PMC4594006. https://doi.org/10.3389/fnins.2015.00317</mixed-citation><mixed-citation xml:lang="en">Opris I, Santos LM, Gerhardt GA, et al. Distributed encoding of spatial and object categories in primate hippocampal microcircuits. Frontiers in neuroscience. 2015;9:317. PMID: 26500473. PMCID: PMC4594006. https://doi.org/10.3389/fnins.2015.00317</mixed-citation></citation-alternatives></ref><ref id="cit45"><label>45</label><citation-alternatives><mixed-citation xml:lang="ru">Hampson RE, Song D, Robinson BS, et al. Developing a hippocampal neural prosthetic to facilitate human memory encoding and recall. Journal of neural engineering. 2018;15(3):036014. PMID: 29589592. PMCID: PMC6576290. https://doi.org/10.1088/1741-2552/aaaed7</mixed-citation><mixed-citation xml:lang="en">Hampson RE, Song D, Robinson BS, et al. Developing a hippocampal neural prosthetic to facilitate human memory encoding and recall. Journal of neural engineering. 2018;15(3):036014. PMID: 29589592. PMCID: PMC6576290. https://doi.org/10.1088/1741-2552/aaaed7</mixed-citation></citation-alternatives></ref><ref id="cit46"><label>46</label><citation-alternatives><mixed-citation xml:lang="ru">Nagahama Y, Schmitt AJ, Nakagawa D, et al. Intracranial EEG for seizure focus localization: evolving techniques, outcomes, complications, and utility of combining surface and depth electrodes. Journal of neurosurgery. 2018;130(4):1180–1192. https://doi.org/10.3171/2018.1.JNS171808</mixed-citation><mixed-citation xml:lang="en">Nagahama Y, Schmitt AJ, Nakagawa D, et al. Intracranial EEG for seizure focus localization: evolving techniques, outcomes, complications, and utility of combining surface and depth electrodes. Journal of neurosurgery. 2018;130(4):1180–1192. https://doi.org/10.3171/2018.1.JNS171808</mixed-citation></citation-alternatives></ref><ref id="cit47"><label>47</label><citation-alternatives><mixed-citation xml:lang="ru">Funahashi S. Working memory in the prefrontal cortex. Brain sciences. 2017;7(5):49. https://doi.org/10.3390/brainsci7050049</mixed-citation><mixed-citation xml:lang="en">Funahashi S. Working memory in the prefrontal cortex. Brain sciences. 2017;7(5):49. https://doi.org/10.3390/brainsci7050049</mixed-citation></citation-alternatives></ref><ref id="cit48"><label>48</label><citation-alternatives><mixed-citation xml:lang="ru">Старчина Ю.А. Когнитивные нарушения после инсульта. Медицинский совет. 2017;(1S):27–32. https://doi.org/10.21518/2079-701x-2017-0-27-32</mixed-citation><mixed-citation xml:lang="en">StarchinaYuA.Cognitive disorder afterstroke.Medical Council. 2017;(1S):27–32. (In Russ.). https://doi.org/10.21518/2079-701x-2017-0-27-32</mixed-citation></citation-alternatives></ref><ref id="cit49"><label>49</label><citation-alternatives><mixed-citation xml:lang="ru">Song D, Opris I, Chan RH, et al. Functional connectivity between Layer 2/3 and Layer 5 neurons in prefrontal cortex of nonhuman primates during a delayed match-to-sample task. IEEE Engineering in Medicine and Biology Society. 2012:2555–2558. https://doi.org/10.1109/embc.2012.6346485</mixed-citation><mixed-citation xml:lang="en">Song D, Opris I, Chan RH, et al. Functional connectivity between Layer 2/3 and Layer 5 neurons in prefrontal cortex of nonhuman primates during a delayed match-to-sample task. IEEE Engineering in Medicine and Biology Society. 2012:2555–2558. https://doi.org/10.1109/embc.2012.6346485</mixed-citation></citation-alternatives></ref><ref id="cit50"><label>50</label><citation-alternatives><mixed-citation xml:lang="ru">HampsonRE,GerhardtGA,MarmarelisV, et al.Facilitation and restoration of cognitive function in primate prefrontal cortex by a neuroprosthesis that utilizes minicolumn-specific neural firing. Journal of neural engineering. 2012;9(5):056012. https://doi.org/10.1088/1741-2560/9/5/056012</mixed-citation><mixed-citation xml:lang="en">HampsonRE,GerhardtGA,MarmarelisV, et al.Facilitation and restoration of cognitive function in primate prefrontal cortex by a neuroprosthesis that utilizes minicolumn-specific neural firing. Journal of neural engineering. 2012;9(5):056012. https://doi.org/10.1088/1741-2560/9/5/056012</mixed-citation></citation-alternatives></ref></ref-list><fn-group><fn fn-type="conflict"><p>The authors declare that there are no conflicts of interest present.</p></fn></fn-group></back></article>
