Sergey N. Markin

Laboratory for neuroinformatics of sensory and motor systems

A.B.Kogan Research Institute for Neurocybernetics
Southern Federal University
194/1 Stachka Avenue
344090, Rostov-on-Don
Russia

Tel: +7 (863) 2433744
Fax: +7 (863) 2433577
E-mail: markin@nisms.krinc.ru

Sergey Markin, PhD in Computer Science (1997, thesis: "Development of algorithms and methods for investigation of neuron ensembles of a high specificity"), researcher.
Scientific interests of Sergey Markin include:

  • algorithms and methods to analyze neuron impulse activity;
  • methods of video data processing in image recognition models;
  • modeling fictive locomotion. Sergey Markin published 28 publications in Russian and international editions.

    He participated in several RFBR grants and projects on "Universities of Russia" Program concerning modeling neuron mechanisms of biological vision, developing artificial vision models, studying and modeling Purkinje cells' activity and in the joint project Theoretical and Experimental Study of the Context Vision with Application to Robot Control Problems "Robot Vision II"".
    Sergey Markin was a visiting researcher in several laboratories abroad:

  • Center for Artificial Vision Research, Korea University, Seoul, Korea,
  • Drexel University, Philadelphia, PA, USA,
  • Hanneman University, Philadelphia, PA, USA,
  • Unversity of Manitoba, Winnipeg, Canada. Sergey Markin is a coinvestigator in a joint collaborative project with the School of Biomedical Eng., Drexel University of, Philadelphia, USA.

    Selected publications of S.N. Markin:

    1. S.N. Markin, L.N. Podladchikova, and W.L. Dunin-Barkowski Method to Detect Impulses of Various Duration Generated by Purkinje Cells of Cerebellar Cortex. // Pattern Recognition and Image Analysis, V. 15, No 6, 672-675.

    2. Shevtsova N.A., Markin S.N., Rybak I.A. A POSSIBLE ROLE OF THE PONS IN NORMAL RESPIRATORY RHYTHM GENERATION: INSIGHTS FROM COMPUTATIONAL MODELING. // В сб.: Проблемы нейрокибернетики, Ростов-на-Дону, 2005, т. 2, 234-237.

    3. Shevtsova, N.A., Markin, S.N., Rybak, I.A. Generation of respiratory rhythm in ponto-medullary neural network model. Neurocomputers: Development and Application, 2004, No 11, 26-40 (in Russian).

    4. Markin S.N., Podladchikova L.N., Dunin-Barkovski W.L. The method for detecting impulses of different durations in the cerebellar Purkinje cells. In Proc of 7-th Int. Conf. on Pattern recognition and image analysis: new information technologies, St.-Petersburg, 2004, V. 3, 780-783.

    5. Golovan A.V., Shevtsova N.A, Podladchikova L.N., Markin S.N, Shaposhnikov D.G. Image preprocessing for identifying the most informative regions in the facial images. Pattern Recognition and Image Analysis, 2001, V. 11, No 2, 313-316.

    6. Golovan, A.V., Shevtsova, N.A., Podladchikova, L.N., Markin, S.N., Shaposhnikov, D. Detection of face informative regions by local features. Neurocomputers: Development and Application. 2001, No 1, 50-57 (in Russian). Головань А.В., Шевцова Н.А., Подладчикова Л.Н., Маркин С.Н., Шапошников Д.Г. Detection of face informative regions by local features. Neurocomputers: Development and Application. 2001, No 1, 50-57 (in Russian).

    7. Golovan, A.V., Podladchikova, L.N., Shaposhnikov, D.G., Shevtsova, N.A., Markin, S.N., Gusakova, V.I. Neurobionic algorithms of low-level image processing. Proceedings of the 2-th All-Russian Conference "Neuroinformatics 2000", Moscow, MEPHI, 2000, 166-173 (in Russian).

    8. Witali L. Dunin-Barkowski, Sergey N. Markin, Lubov N. Podladchikova, Donald C. Wunsch Climbing Fiber Purkinje Cell Twins Are Found. In Proc.: IJCNN'99, Washington, July 10-16, 1999, 444-447.

    9. Dunin-Barkowski, W.L., Markin, S.N., Podladchikova, L.N., Wunsch, D.C. Activity properties of branches of a climbing fiber which control different Purkinje cells. Biophysics, 1999, V. 44, 1056-1063 (in Russian).

    10. Dunin-Barkowski, W.L., Markin, S.N., Podladchikova, L.N. Dynamics of interaction of siple and complex impulses of the cerebellar Purkinje cells. Problems of Neurocybernetics, Proceedings of Anniversary International Conference on Neurocybernetics, Rostov-on-Don, Russia, 1999, 204-206 (in Russian).

    11. V.I. Gusakova, L.N. Podladchikova, D.G. Shaposhnikov, S.N. Markin, A.V. Golovan, S.W. Lee. Advanced biologically-plausible algorithms for low-level image processing. In: "Intelligent Robots and Computer Vision XVIII: Algorithms, Techniques, Active Vision, and Materials Handling", D.P. Casasent, Editor, Proc. SPIE, 1999, V. 3837, 377-386.

    12. Dunin-Barkowski, W.L., Markin, S.N., Podladchikova, L.N. Estimation of Purkinje cells simple and complex spikes contribution to local field potentials of the cerebellar cortex. Biophysics, 1997, V. 42, No 2, 516-521 (in Russian).

    13. Dunin-Barkowski W.L., Markin S.N., Podladchikova L.N. HEP Type experiments in brain analysis: a search for Purkinje cells of the cerebellum controlled with the same climbing fiber. In Proc. Conf.: "Neural Networks for Physicists #5". University of Minnesota. Theoretical Physics Institute. Minneapolis, USA, 1995, 70-86.

    14. Dunin-Barkowski W.L., Markin S.N., Podladchikova L.N. A search for simultaneous records of several Purkinje cells Controlled with the same climbing fiber. In Abst.: "4th IBRO World Congress of Neuroscience". July, Kyoto, Japan, 1995, 388.