Центр оптико-нейронных технологий
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Ассоциация нейроинформатики
Конференция НЕЙРОИНФОРМАТИКА
Журналы:
Нейроинформатика
Optical Memory and Neural Networks
Witali L. Dunin-Barkowski
Русская версия

  

Professor and Chair, Department of Neuroinformatics, Center for Optical Neural Technologies, Scientific Research Institute for System Analysis, Russian Academy Sciences.

Research interests:
Brain Mechanisms, Biophysics, Neuroinformatics, Artificial Intelligence.

Biography
Publications

Contacts:
117218, г. Москва, ул. Нахимовский проспект, д. 36, корпус 1.
E-mail:
Phone: +7 (499) 124-80-42.

Biography

Professor and Chair, Department of Neuroinformatics, Center for Optical Neural Technologies, Scientific Research Institute for System Analysis, Russian Academy Sciences. MS (1965) Moscow Institute Of Physics and Technology, Faculty of Radio-Engineering and Cybernetics), Ph. D. (1971, Institute of Biological Physics, USSR Academy of Sciences), D. Sci. (ibid, 1990). President-Founder of the Russian Neural Neywork Society. Honorary Fellow, Laboratory for Neuroinformatics of the A.B. Kogan Research Institute for Neurocybernetics of the Southern Federal University of Russia and of the Instutute for Mathematical Problems in Biology, Russian Academy of Sciences.Invited member of the section "Information processing in live systems and bioinformatics" of the Scholar Council of the Institute of Information Transmission Problems of the Russian Academy of Sciences Editorial Board Member: Optical Memory and Neural Networks (since 2009), "Nejrokompjyutery" (since 1995), IEEE Transactions on Neural Networks (1993-1997), Neural Network World (since 1992), Neural Processor Letters (1995-2005), Neurocomputing (since 1993).

Selected publications

  1. Negrov D., Karandashev I., Shakirov V., Matveyev Yu., Dunin-Barkowski W., Zenkevich A. An approximate backpropagation learning rule for memristor based neural networks using synaptic plasticity. // Neurocomputing, In Press, Available online November 6, 2016.

  2. Dunin-Barkowski W.L., Solovyeva K.P. Pavlov Principle in Brain Reverse Engineering. // Neuroinformatics 2016, Proceedings of the XVIII International Conference on Neuroinformatics, Part 1, MEPHI, 2016, pp. 11-23 (in Russian).

  3. Solovyeva Ksenia P., Karandashev Iakov M., Zhavoronkov Alex, Dunin-Barkowski Witali L. Models of Innate Neural Attractors and Their Applications for Neural Information Processing. // Frontiers in Systems Neuroscience, Published January 5, 2016, Vol. 9, No. 00178.

  4. Karandashev I.M., Dunin-Barkowski W.L. Computational verification of approximate probabilistic estimates of operational efficiency of random neural networks. // Optical memory and neural networks, 2015, V. 24, no. 1, pp. 8-17. DOI=3389/fnsys.2015.00178, 13 p.

  5. Andrew T. Lovering , Jimmy J. Fraigne, Witali L. Dunin-Barkowski, Edward H. Vidruk, John M. Orem. Tonic and phasic drive to medullary respiratory neurons during periodic breathing. // Respiratory Physiology & Neurobiology 181 (2012) 286– 301.

  6. Dunin-Barkowski W.L.., Flerov Yu.A., Vyshinsky L.L. Prognosis of Dynamical Systems Behavior Based on Cerebellar Type Neural Technologies. // Optical Memory and Neural Networks, (2011), Vol. 20, No. 1, pp. 43–58.

  7. W.L. Dunin-Barkowski, A.T.Lovering, J.M.Orem, D.M.Baekey, T.E.Dick, I.A.Rybak, K.F. Morris, R.O’Connor, S.C.Nuding, R.Shannon, B.G.Lindsey. L-plotting – A method for visual analysis of physiological experimental and modeling multi-component data. // Neurocomputing (2010), Vol. 74, N 1-3, pp. 328-336.

  8. Rybak I.A., O'Connor R., Ross A., Shevtsova N.A., Nuding S.C., Segers L.S., Shannon R., Dick T.E., Dunin-Barkowski W.L., Orem J.M., Solomon I.C., Morris K.F., Lindsey B.G. Reconfiguration of the Pontomedullary Respiratory Network: A Computational Modeling Study with Coordinated in Vivo Experiments. // J Neurophysiol. 2008, Vol. 100: 1770-1799.

  9. Fraigne J.J., Dunin-Barkowski W.L., Orem J.M. Effect of hypercapnia on sleep and breathing in unanesthetized cats. // Sleep. 2008; Vol. 31(7):1025-1033.

  10. Dunin-Barkowski W.L. On Neuroscience-Based Informational Technologies for Authentic Models of Individual Mind. // Optical Memory and Neural Networks, 2007, Vol. 16, No. 1, pp. 47-50.

  11. Dunin-Barkowski W.L., Sirota M.G., Lovering A.T., Orem J.M., Vidruk E.H., Beloozerova I.N. Precise rhythmicity in activity of neocortical, thalamic and brain stem neurons in behaving cats and rabbits. // Behavioral Brain Research, 2006, Vol. 175, no. 1, pp: 27-42.

  12. Artinian L.R., Dunin-Barkowski W.L., Chailakhyan L.M. Modeling of the Role of Cl- Channels in Ca2+ Translocation through Endoplasmic Reticulum Membrane. // Doklady Biochemistry and Biophysics, 2006, Vol. 409, pp. 206-210.

  13. Dunin-Barkowski W.L., Podladchikova L.N. Studies of the role of climbing fiber cells in operation of cerebellar modules. // Nejrokompjyutery: Razrabotka i Primenenie, 2002, No. 7-8, pp. 47-64 (in Russian).

  14. Orem J.M., Lovering A.T., Dunin-Barkowski W.L., Vidruk E.H. Endogenous excitatory drive to the respiratory system in rapid eye movement sleep. // Journal of Physiology (London), 2000, Vol. 527.2, p. 365-376.

  15. Dunin-Barkowski W.L., Shishkin S.L., Wunsch D.C. Stability Properties of Cerebellar Neural Networks: The Purkinje Cell - Climbing Fiber Dynamic Module. // Neural Processing Letters, 1999, Vol. 9, No. 2, pp. 97-106.

  16. Dunin-Barkowski W.L., Antsiferova L.I., Gusev A.G. Cross-Correlation Analisys of Neuronal Connections in Awake Rabbit Cerebellum. // Zhurnal Vysshej Nervnoj Deyatelnosti, 1997, vol. 47, no. 3, pp. 513-522. (In Russian)

  17. Dunin-Barkowski W.L. Design for a Life. // Optical Memory and Neural Networks, 1995, vol. 4, no. 2, pp. 157-159.

  18. Dunin-Barkowski W.L., Osovets N.B. Hebb-Hopfield Neural Networks based on one-dimensional sets of neurons states. // Neural Processing Letters, 1995, vol. 2, no 4, pp. 28-31.

  19. Dunina-Barkowska E.W., Dunin-Barkowski W.L. Analog/Digital Controversies in Neural Computations. // СNeural Network World, 1993, pp. 361-372.

  20. Dunin-Barkowski W.L., Zhukowska N.M., Larionova N.P., Chajlakhian L.M., Chudakov L.I. Parallel fibers - Purkinje cell synaptic effectiveness increases after simultaneous stimulation of climbing and parallel fibers. // Nejrofiziologia, 1987, vol. 19 no. 2 pp. 156-164 (in Russian).

  21. Dunin-Barkowski W.L. Multi-neuronal structures: theory and experiments. // Uspekhi Fizicheskikh Nauk (Soviet Physics Progress), 1986, vol. 150, no. 2, pp. 321-323 (in Russian).

  22. Dunin-Barkowski W.L. Patterned Neural Oscillators. // Biofizika, 1984, vol. 29, no. 5, pp. 899-902 (in Russian).

  23. Dunin-Barkowski W.L., Byzov A.L. Intracellular recording of the isolated frog cerebellum cells. // Nejrofiziologia, 1983, vol. 15 no. 4 pp. 434-436 (in Russian).

  24. Dunin-Barkowski W.L. Informational Processes in Neuronal Structures. // Moscow, Nauka Publishers, 1978, 166 p. (in Russian. Terrence Sejnowski, the reviewer for the proposed English translation of this book wrote that it “needs amendments” and thus rejected publication of the translation. However, the well-known paper (Mainen, Sejnowski, 1995) well suits ideas of Section 4.3 of the book).

  25. Borisyuk G.N., Borisyuk R.M., Dunin-Barkowski W.L., Kovalenko V.N., Kovalenko E.I. Estimation of Information Capacity of Purkinje Cells. // Lecture Notes in Mathematics, vol. 653, Springer-Verlag, Berlin, N.-Y., 1978, pp. 72-90.

  26. Fomin S.V., Dunin-Barkowski W.L., Chetaev A.N. On the work of large informational systems. // Biofizika, 1976, vol. 21, no. 3, pp. 534-540 (in Russian).

  27. Bregestovsky P.D., Chajlakhian L.M., Dunin-Barkowski W.L., Potapova T.V., Veprintsev B.N. The influence of temperature on the end-plate Equilibrium Potentials. // Nature (London), 1972, vol. 236, pp. 453-454.

  28. Dunin-Barkowski W.L. Continuos description of a neuron impulse model. // Biofizika, 1967, vol. 12, no. 4, pp. 746-750 (in Russian).

  29. Arshavsky Yu.I., Berkinblit M.B., Dunin-Barkowski W.L. Impulse propagation in a ring of a nerve fiber. // Biofizika, 1965, vol. 10, no. 6, pp. 1048-1054.

Public interviews and lectures:

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