CURRICULUM VITAE WITALI L. DUNIN-BARKOWSKI EDUCATION BA in Radio Engineering, MS in Biophysics, Moscow Institute of Physics and Technology (1962, 1965). Post-graduate studentship, Moscow Institute of Physics and Technology (1968). Candidate of Science (Ph.D.) in Physics and Mathematics, Institute of Biological Physics, USSR Academy of Science, Pushchino, (1971). Doctor of Science in Physics and Mathematics, Institute of Biological Physics, USSR Academy of Science, Pushchino, (1990). EMPLOYMENT Information Transmission Problems Institute, Russian Academy of Science, Moscow: Leading Researcher (1996-present) Senior Researcher (1989-1990) Junior Researcher (1968 - 1984) Rostov State University, A.B. Kogan Research Institute for Neurocybernetics, Rostov-on-Don: Chief Scientist (1995 - 1997) Director (1990 - 1995) Moscow Institute of Radiotechnique, Electronics and Automation, Department of Cybernetics, Moscow: Head of Neural Networks Research Sector, (1984-1989) VISITING POSITIONS Frontier Research Program, RIKEN, Wako-shi, Saitama, Japan, X-XI, 1993. LACOS, Le Havre, France, XI, 1996 - I, 1997. Applied Computational Intelligence Laboratory, Department of Electrical Engineering, Texas Tech University, II, 1997 - III, 1998. HONORS AND AWARDS Honorary fellow, Institute of Mathematical Problems in Biology, Russian Academy of Science , Puschino, Moscow Region, Russia (1973). Associated Member, Laboratoire D'Analyse et de Commande des Systemes, Universite du Havre, Le Havre, Haute Normandie, France, 1997. Honorary Fellow, Laboratory for Neuroinformatics of Sensory and Motor Systems, A.B. Kogan Research Institute for Neurocybernetics, Rostov State University, Rostov-on-Don, Russia, 1997. EDITORIAL BOARDS Nejrokompjuter, Moscow, Editorial Board Member (1992-1995) IEEE Transactions on Neural Networks, Piscataway, NJ, Associate Editor (1992-present) Neural Network World, Prague, Czech Republic, Editorial Board Member (1992-present) Neurocomputing, Elsevier, Amsterdam, The Netherlands, Editorial Board Member (1992-present) Neural Processing Letters, Kluwer, Dordrecht, The Netherlands, Editorial Board Member (1995-present) PROFESSIONAL SOCIETIES RUSSIAN NEURAL NETWORK SOCIETY (RNNS) * (first) President (1991-present) INTERNATIONAL BRAIN RESEARCH ORGANIZATION (IBRO) * =F0=F0=F0=F0=F0=F0=FF=7Fmember (1994) RUSSIAN ACADEMY OF SCIENCE (RAS) * RAS Scientific Council on Biological Physics > Council member (1993 - present) * RAS Scientific Council on Artificial Intelligence > Chair of Neural Network Section (1993 - present) * RAS Scientific Council on Optical Memory and Neural Systems > Council member (1992 - present) ROSTOV STATE UNIVERSITY * University Scholar Council > Council member (1990 - 1995) * Special Expert Council K 063.52.09 (Ph.D. expertise) > Council member (1990 - 1994) A.B. KOGAN RESEARCH INSTITUTE FOR NEUROCYBERNETICS * KRINC Scholar Council > Council Chair (1990 - 1995) > Council Member (1995 - present) PROFESSIONAL MEETINGS Monthly Seminar on Problems of Research and Science, Moscow - Co-founder and Secretary (1968 - present) Monthly Seminar on Problems of Synapses Emergence and Modifications - Co-founder and Co-moderator (1973-1983, with L.M. Chajlakhian and M.A. Poskonova) Monthly Seminar on Neural Circuits and Neural Network Theory, Moscow - Founder and Moderator (1973 - present) Annual Scientific Session of the Research Computing Center, Pushchino - Neural Network Sessions (1971 - 1986) > Co-Organizer (with V.I. Kryukov) Workshop on Problems of Synapses Emergence and Modifications - Pushchino, November 10 - November 13, 1976 > Co-Chair (with B.N. Veprintsev, S.I. Rosanov, L.M. Chajlakhian and M.A. Poskonova) Workshop on Neurocomputers Architecture - Pushchino, May 12-15, 1987 > Co-Organizer (with V.I. Kryukov and R.M. Borisyuk) USSR Academy of Science Scientific Session on Informatics, Physics and Electronics of Neural and Neuron-Like Systems - Rostov-on-Don, June 28-30, 1990 > Vice-Chair International Symposium on Optical Memory and Neural Networks - Zvenigorod, April 2-6, 1991 > National Organizing Committee Member Inaugurational Congress of the Russian Neural Network Society - Moscow, April 18, 1991 > Chair Annual Congress of the Russian Neural Network Society - Moscow, December, 1991, 1992, 1993; January, 1995 > Chair All-Union Student Competition in Neurocomputing - Omsk, May 20-23, 1991 > Competition Jury Chair X International (All-Union) Conference on Neurocybernetics, dedicated to memory of A.B. Kogan (1912-1989) - Rostov-on-Don, September 21-24, 1992 > Vice-Chair RNNS/IEEE Symposium on Neuroinformatics and Neurocomputers - Rostov-on-Don, October 5-8, 1992 > General Chair and Program Committee Member International Workshop on Parallel Applications in Statistics and Economics - Prague, December 5-9, 1992 > International Program Committee Member International Workshop "Neural Network for Physicists #2" - Minneapolis, MN, August 12-15, 1993 > International Advisory Board Member International Workshop on Information Processing in Neural Systems - Nizhny Novgorod, September 12-15, 1993 > International Program Committee Member XI International Conference on Neurocybernetics - Rostov-on-Don, September 20-23, 1995 > Conference Committee Member 2-nd International Symposium on Neuroinformatics and Neurocomputers - Rostov-on-Don, September 20-23, 1995 > General Chair and Program Committee Member NKP-96. Conference "Neurocomputers and their Applications" - Moscow, Russia, February 14-16, 1996 > Organising and Program Committee Member NKP-97 Conference "Neurocomputers and their Applications" - Moscow, Russia, February 12-14, 1997 > Organising Committee Member RESEARCH GRANTS AND CONTRACTS 1. "Analysis of functional characteristics of cerebellar neuron synapses for elaboration of homogeneous neural networks information processing systems", USSR State Committee on Science and Technology, 1990. 2. "Workout of homogeneous neural network systems for information processing, using principles of structural and functional organization of the cerebellum", USSR State Committee on Science and Technology, 1991. 3. "Workout of homogeneous neural network systems for information processing, using principles of structural and functional organization of the cerebellum", RF Ministry of Science, Higher Education and Technical Policy, 1992-1994. 4. "Studies of electrical activity of highly specific neuron pairs for revealing mechanisms of information record and storage in cerebellar cortex", RF Ministry for Science, Higher Education and Technical Policy, 1992. 5. "Studies of information processing in cerebellar neural networks and elaboration of poly-sensor self-adjusted systems, based on cerebellar neuro-modules", Applied Research Section, at the USSR Academy of Science Presidium, 1991-1993. 6. "Studies of information processing, recording and storage in the cerebellum for elaboration of neuroinformatics devices principles", RF State Committee for Higher education, project no. 5.19.91, 1993-1995. 7. "Studies of neural networks activity dynamics", RF State Committee for Higher education, Program "Universities of the Russia", grant no. NDS-25, 1993-1995. 8. "Studies of electrical activity of highly specific neuron pairs with an objective to enlighten the mechanisms of information record and storage in the cerebellar cortex", Russian Foundation for Basic Research, grant no. 94-04-11126, 1994-1996. 9. "Evaluation of Potential Russian Research Partners in Image Compression Applications Using Neural Networks", Ericsson Telecom, Stockholm, 1994-1995. 10. "Robot vision II. Russian-French Co-operation Project", RF State Committee for Higher Education, 1995-1997. 11. "Highly selected neuron pairs activity analysis for revealing mechanisms of information storage in the cerebellar cortex", International Science Foundation and RF Ministry for Science and Technology Policy, grant no. J4E100, 1995. 12. "Design of universal codon type neural modules for classification of poly-sensory signals. RF Ministry for Science and Technology Policy, 1995. 13. "Artificial Neural Networks Application for a Financial Analysis and Forecasting at the Russian Finacial Market", North-Easte Investment Bank (Moscow), 1996. 14. "Studies of electrical activity of highly specific neuron pairs with an objective to enlighten the mechanisms of information record and storage in the cerebellar cortex", Russian Foundation for Basic Research, grant no. 97-04-48324, 1997-1999. PUBLICATIONS AND PRESENTATIONS PUBLICATIONS IN REFEREED JOURNALS 1. Arshavsky Yu.I., Berkinblit M.B. and Dunin-Barkowski W.L. Impulse propagation in a "ring" of frog and earthworm neuron axon. - Biofizika, 1965, vol. 10, no. 6, pp. 1048-1054 (in Russian). 2. Dunin-Barkowski W.L. Continuos description of a neuron impulse model. - Biofizika, 1967, vol. 12, no. 4, pp. 746-750 (in Russian). 3. Berkinblit M.B., Dunin-Barkowski W.L. Analytical description of impulse propagation sequence in one-dimensional excitable media. - Biofizika, 1969, vol. 14, no. 2, pp. 324-327 (in Russian). 4. Dunin-Barkowski W.L., Kovalyov S.A., Magazanik L.G., Potapova T.V., Chajlakhian L.M. End-plate currents, induced by different cholinomimetics, equilibrium potentials at varying extracellular medium ion composition. - Biofizika, 1969, vol. 14, no. 3, pp. 485-494 (in Russian). 5. Dunin-Barkowski W.L. Activity level oscillations in a simple closed neural chain. - Biofizika, 1970, vol. 15, no. 2, pp. 374-378 (in Russian). 6. Dunin-Barkowski W.L. Some properties of a group of neurones, working in parallel. I. Neuron pool without interconnections. - Biofizika, 1971, vol. 16, no. 3, pp. 520-526 (in Russian). 7. Dunin-Barkowski W.L. Some properties of a group of neurones, working in parallel. II. A role, played by excitatory and inhibitory interconnections. - Biofizika, 1970, vol. 15, no. 4, pp. 698-704 (in Russian). 8. Dunin-Barkowski W.L., Chetaev A.N. On activity level stability in a network of excitable elements. - Biofizika, 1971, vol. 16, no. 5, pp. 845-851 (in Russian). 9. Dunin-Barkowski W.L., Yakobson V.S. On activity level stability in a network of excitable elements. - Biofizika, 1971, vol. 16, no. 5, pp. 845-851 (in Russian). 10. Badginian S.A., Dunin-Barkowski W.L., Kovalyov S.A., Chajlakhian L.M. Bi-molecular Phospho-lipoid film contacts electrical resistance. - Biofizika, 1971, vol. 16, no. 6, pp. 1019-1024 (in Russian). 11. Dunin-Barkowski W.L., Kovalyov S.A., Chajlakhian L.M. Electrochemical peculiarities of postsynaptic membrane analysis. - Doklady Akademii Nauk SSSR (USSR Academy of Sciences Reports), 1971, vol. 201, no 5, pp. 972-974. 12. 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. 13. Dunin-Barkowski W.L., Chajlakhian L.M., Chudakov L.I. On influence of postsynaptic membrane potential on the end-plate acetilcholine noise. - Doklady Akademii Nauk SSSR (USSR Academy of Sciences Reports), 1974, vol. 214, no 1, pp. 232-235 (in Russian). 14. Dunin-Barkowski W.L., Chajlakhian L.M., Chudakov L.I. On influence of extracellular potassium on the amplitude of miniature end-plate potentials. - Biofizika, 1974, vol. 19, no 5, pp. 854-858 (in Russian). 15. Bojtsova L. Yu., Dunin-Barkowski W.L., Potapova T.V. Electrical characteristics of normal and transformed fibroblasts in tissue culture. - Tsitologia, 1975, vol. 17, no. 3, pp. 286-292 (in Russian). 16. Dunin-Barkowski W.L. Principles of Neural Networks. I. Memory as the process of information transmission. - Biofizika, 1975, vol. 20, no. 6, pp. 1091-1094 (in Russian). 17. Dunin-Barkowski W.L. Principles of Neural Networks. II. Information capacity evaluation of the Purkinje cell and climbing fiber- nuclear cell unit of the cerebellum. - Biofizika, 1976, vol. 21, no. 1, pp. 134-138 (in Russian). 18. 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). 19. Dunin-Barkowski W.L., Chajlakhian L.M., Chudakov L.I. Transistor electrometer amplifier for low-amplitude bio-electric activity lead. - Tsitologia, 1974, vol. 18, no 8, pp. 1042-1044 (in Russian). 20. Dunin-Barkowski W.L., Larionova N.P. Principles of Neural Networks. III. Information capacity evaluation of the Brindley neural network. - Biofizika, 1978 vol. 23 no. 2 pp. 356-359 (in Russian). 21. Dunin-Barkowski W.L., Zhukowska N.M., Larionova N.P., Chajlakhian L.M., Chudakov L.I. On frog cerebellar neurons plasticity, Zhurnal Vysshej Nervnoj Deyatelnosti, 1980 vol. 30 no. 3 pp. 595-601 (in Russian). 22. Dunin-Barkowski W.L., Zhukowska N.M., Larionova N.P., Chajlakhian L.M., Chudakov L.I. Granule cells electric activity in the isolated frog cerebellum, Nejrofiziologia, 1981, vol. 13 no. 6 pp. 649-651 (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. An evaluation of biomolecular computing possibilities. - Mikroprotsessornye sredstva i systemy (Microprocessor devices and systems), 1984, vol. 1, no. 3, pp. 10-13 (in Russian). 25. Dunin-Barkowski W.L. Patterned Neural Oscillators. - Biofizika, 1984, vol. 29, no. 5, pp. 899-902 (in Russian). 26. Dunin-Barkowski W.L., Larionova N.P. Computer simulation of the cerebellar cortex compartment. I. General principles and properties of a neural net. - Biological Cybernetics, 1985, vol. 51 no. 6 pp. 399-406. 27. Dunin-Barkowski W.L., Larionova N.P. Computer simulation of the cerebellar cortex compartment. II. An information learning and its recall in Marr's memory unit. - Biological Cybernetics, 1985, vol. 51 no. 6 pp. 407-416. 28. Dunin-Barkowski W.L. Multi-neuron structures: theory and experiments. - Uspekhi Fizicheskikh Nauk (Soviet Physics Progress), 1986, vol. 150, no. 2, pp. 321-323 (in Russian). 29. Dunin-Barkowski W.L. Mossy fibers - granular cells connection matrices. - Biofizika, 1986, vol. 31, no. 2, pp. 294-297 (in Russian). 30. 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). 31. Vavilina A.Yu., Dunin-Barkowski W.L., Chajlakhian L.M. Membrane nonhomogeneity and summation nonlinearity analysis in computer simulation model of the cerebellar Purkinje cell. - Biofizika, 1988, vol. 33, no. 1, pp. 122-127 (in Russian). 32. Dunin-Barkowski W.L., Teriokhin A.T. Neural Networks and Neuroprocessors: R&D Tendencies. - Mikroprotsessornye sredstva i systemy (Microprocessor devices and systems), 1990, vol. 5, no. 2, pp. 12-14 (in Russian). 33. Dunina-Barkowska E.W., Dunin-Barkowski W.L. Analog/Digital Controversies in Neural Computations. - Neural Network World, 1993, pp. 361-372. 34. Dunin-Barkowski W.L., Osovets N.B. Neural Network with a Formed Activity Dynamics. - Izvestia VUZov, seria Radiofizika (Higher School Proceedings, Radiophysics series), 1994, vol. 37, no. 9, 10 p. 1065-1076 (in Russian). 35. 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. 36. Dunin-Barkowski W.L. Design for a Life. - Optical Memory and Neural Networks, 1995, vol. 4, no. 2, pp. 157-15 37. Dunin-Barkowski W.L., Markin S.N., Podladchikova L.N. Estimation of Purkinje Cells Complex and Simple Spikes Contribution to Local Field Potentials of the Cerebellar Cortex. - Biofizika, 1997, vol. 42, no. 2, pp. 516-520 (in Russian). 38. 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). PUBLICATIONS - PROCEEDINGS PAPERS 1. Dunin-Barkowski W.L., Kovalev S.A., Potapova T.V., Chajlakhian L.M. On end-plate current equilibrium potential. - Materials of the V-th Symposium on Neurophysiology Problems. Vilnius, VGU, 1967, pp. 9-10 (in Russian). 2. Dunin-Barkowski W.L., Kovalev S.A., Magazanik L.G., Potapova T.V., Chajlakhian L.M. Postsynaptic muscle membrane ion permeability model. - Membrane Biophysics, Kaunas Medical institute, Kaunas, 1969, p. 87 (in Russian). 3. Badginian S.A., Berkinblit M.B., Dunin-Barkowski W.L., Kovalyov S.A., Chajlakhian L.M. Electrical structure of contact region at adhesion of phospho-lipoid and lecitine membranes. - Membrane Biophysics, Kaunas Medical institute, Kaunas, 1971, vol. 1, p. 86-95 (in Russian). 4. Dunin-Barkowski W.L., Kovalev S.A., Chajlakhian L.M. On end-plate postsynaptic membrane electrochemical properties. - Membrane Biophysics, Kaunas Medical institute, Kaunas, 1971, vol. 1, p. 366-374 (in Russian). 5. Bregestovsky P.D., Veprintsev B.N., Dunin-Barkowski W.L., Kovalyov S.A., Potapova T.V., Chajlakhian L.M., On end-plate synaptic membrane activation mechanisms. - Proceedings of the IV-th International Biophysical Congress, Moscow, 1972, vol. III, pp. 267-268. 6. Bregestovsky P.D., Vulfius E.A., Dunin-Barkowski W.L., Zherelova O.M., Potapova T.V., Chajlakhian L.M., Temperature Influence on permeability changes, imposed by some cholinomimetics. - Membrane Biophysics, Kaunas Medical institute, Kaunas, 1973, vol. 1, p. 112-122 (in Russian). 7. Vavilina A.Yu., Dunin-Barkowski W.L., Chajlakhian L.M. Synaptic efficiency dependence on synapse location on dendrites and mutual location of different synapses in computer model. Proceedings of the workshop "Mathematical and computational methods in Biology", Pushchino, Moscow Region, 1985, p.p. 99-100 (in Russian). 8. Dunin-Barkowski W.L., Smirnitska I.A. Probabilistic characteristics of codon transformations in Neural Networks. Proc. of the workshop "Interacting Markov Processes and their Applications in Biology", Pushchino, Moscow Region, 1986, pp. 130- 131. 9. Chajlakhian L.M., Dunin-Barkowski W.L., Larionova N.P., Vavilina A.Yu. Computer simulation of the cerebellar cortex compartment with a special reference to the Purkinje cell dendrite structure. Proceedings of the Workshop "Computer Simulation in Brain Science", Copenhagen, 1986, R.M. Cotteril, ed., Cambridge University Press, 1988, pp. 372-383. 10. Dunin-Barkowski W.L. Neural Networks of the cerebellum: A Theoretical and Experimental Approach. - Materials of the Workshop. Neural Networks for Physicists. University of Minnesota, Theoretical Physics Institute, Minneapolis, 1991, pp. 157- 175. 11. Egorova E.A., Dunin-Barkowski W.L., Fedorenko G.M. Spatial Reconstruction of the Frog Cerebellar network on the basis of electron microscopy ultra-thin slices. RNNS/IEEE Symposium on Neuroinformatics and Neurocomputers, Rostov-on-Don, Russia, 1992, pp. 64-70. 12. Dunin-Barkowski W.L. Structural and Informational Approach to Neural Systems Analysis. RNNS/IEEE Symposium on Neuroinformatics and Neurocomputers, Rostov-on-Don, Russia, 1992, pp. 374-376. 13. Chajlakhian L.M., Chudakov L.I., Dunin-Barkowski W.L., Kozhemiakin M.B., Zhukowska N.M. RNNS/IEEE Symposium on Neuroinformatics and Neurocomputers, Rostov-on-Don, Russia, 1992, pp. 377-386. 14. Buharin E.V., Dunin-Barkowski W.L., Repina M.V. Dependence of Cerebellar Module Informational Storage Parameters on Properties of Mossy Fibers - Granule Cells Connection Matrix. RNNS/IEEE Symposium on Neuroinformatics and Neurocomputers, Rostov-on-Don, Russia, 1992, pp. 1219-1220. 15. Dunina-Barkowska E.W., Dunin-Barkowski W.L. Analog/Digital Controversies in Neural Computations. Materials of the Workshop. Neural Networks for Physicists 2. , University of Minnesota, Theoretical Physics Institute, Minneapolis, 1992, pp. 110-123. 16. Dunin-Barkowski W.L., Khandozhko I.I., Podladchikova L.N., Markin S.N. In Search of cerebellar climbing fiber Purkinje cell twins. - Proceedings of the IJCNN'93 Nagoya, 1993, vol. 1, pp. 121-122. 17. Dunin-Barkowski W.L., Sukharev A.A. Dynamic System Control by Cerebellar Neural Modules. - Proceedings of the IJCNN'93 Nagoya, 1993, vol. 3, pp. 2765-2766. 18. Dunin-Barkowski W.L., Yemelianov V.N. Self-tuned control devices, based on cerebellar neuron modules. Proceedings of the International Conference CATE '93 (Community, Army, Technology, Environment), Brno, Military Academy in Brno, 1993, pp. 397-400. 19. Dunin-Barkowski W.L. A project for production of systems for authentic models for personality.- In: Problemy Nejrokibernetiki, 1995, Rosrov-na-Donu, RGU, pp. 8-13 (in Russian). 20. Dunin-Barkowski W.L., Osovets N.B. Neural networks with connections, formed with a help of muti-ring activity states. - The Second International Symposium on Neuroinformatics and Neurocomputers, Rostov-on-Don, Russia, 1995, pp. 54-61. 21. Dunin-Barkowski W.L., Markin S.N., Podladchikova L.N. Climbing fiber Purkinje cells twins: a search of extra-rare events in neural systems. - The second International Symposium on Neuroinformatics and Neurocomputers, Rostov-on-Don, Russia, 1995, pp. 100-107. 22. Dunin-Barkowski W.L. Cerebellar type neuron modules for control of multidimensional plant using multi-sensory information. - Proceedings of the KRINK/LACOS Workshop on Robot Vision. Rostov University Publishing House, Rostov-on-Don, 1996, p. 88. 22. Dunin-Barkowski W.L., Osovets N.B. Neural Networks, based on continous sets of neural states. In: Problemy Nejrokibernetiki, 1995, Rostov-on-Don, RGU, pp. 97-98 (in Russian). 23. Dunin-Barkowski W.L., Wunsch D.C. Cerebellar Modules Applications: A Role of the Information Coding. - Submitted to Advances in NIPS, vol. 11, 1997. 24. Dunin-Barkowski W.L.. 35 years of the cerebellum learning theory: Hypotheses and Facts. - In "Brain and Movement. International symposium. St. Petersburg - Moscow, Russia, 6-10 July, 1997. Proceedings.", Moscow, Institute for Information Transmission Problems RAS, 1997, pp. 63-64. PUBLICATIONS - BOOK CHAPTERS 1. Dunin-Barkowski W.L. Neural Theory of Memory. A Review. In: "Cellular Mechanisms of Memory", Pushchino, Moscow Region, 1973, pp. 107-119 (in Russian). 2. Dunin-Barkowski W.L. Neural Networks for Associative Memory. In: "Modeling of Excitable Structures", Pushchino, Moscow Region, 1975, pp. 90-141 (in Russian). 3. Dunin-Barkowski W.L. On Neural Networks Physical Models. In: "Modeling of Excitable Structures", Pushchino, Moscow Region, 1975, pp. 141-154 (in Russian). 4. Dunin-Barkowski W.L. On existence of separate ion channels for different ion species in postsynaptic membrane of skeleton muscles. - In: "The Nature of Cholino-Receptor and Structure of its Active Center", Pushchino, Moscow Region, 1975, pp. 148- 154 (in Russian). 5. Borisyuk G.N., Borisyuk R.M., Dunin-Barkowski W.L., Kovalenko V.N., Kovalenko E.I. Estimation of Information Capacity of Purkinje Cells. In: "Interacting Markov Processes", Pushchino, Moscow Region, 1977, pp. 82-101 (in Russian). 6. Borisyuk G.N., Borisyuk R.M., Dunin-Barkowski W.L., Kovalenko V.N., Kovalenko E.I. Estimation of Information Capacity of Purkinje Cells. In: "Locally Interacting Systems and their application in Biology", Lecture Notes in Mathematics, vol. 653, Springer-Verlag, Berlin, N.-Y., 1978, pp. 72-90. 7. Dunin-Barkowski W.L., Zhukowska N.M., Larionova N.P., Chajlakhian L.M., Chudakov L.I. A Study of in vitro Frog Cerebellar Neuron Activity. In: "Neural Mechanisms of the Cerebellar Integrative Activity", Yerevan, Acad. Sci. Publishers, 1980, pp. 102- 109 (in Russian). 8. Dunin-Barkowski W.L. An Operational Theory of the Cerebellum. In: "Neural Mechanisms of the Cerebellar Integrative Activity", Yerevan, Acad. Sci. Publishers, 1980, pp. 220-226 (in Russian). 9. Dunin-Barkowski W.L., Zvezdin A.K., Red'ko V.G. Neuron Network Model Possibilities on a Base of Multi-layer Domain Containing Magnetic Films. In: "New Elements and Design Methods of Informational Systems", Moscow, MIREA, 1981, pp. 171-177 (in Russian). 10. Dunin-Barkowski W.L. Mathematical Biology or Theoretical Biophysics ? In: "Philosophical Methodological Seminar of the ITPI, USSR Acad. Sci.. A Work Experience", Moscow, 1983, pp. 79-80 (in Russian). 11. Dunin-Barkowski W.L. On Information Theory Ideas and Methods Applications in Neurophysiology. In: Philosophical and Methodological Seminar of the ITPI, USSR Acad. Sci.. A Work Experience", Moscow, 1983, pp. 83-85 (in Russian). 12. Dunin-Barkowski W.L., Zhukowska N.M., Romanenko O. K., Chajlakhian L.M., Chudakov L.I. Electrophysiological Analysis of Isolated Cerebellum Granular Cell Firing . In: "Modern Concepts of Cerebellar Functions", Yerevan, Acad. Sci. Publishers, 1984, pp. 77-84 (in Russian). 13. Dunin-Barkowski W.L., Larionova N.P., Smirnitska I.A., Chajlakhian L.M. On Information Storage in Cerebellar Cortex. In: "Modern Concepts of Cerebellar Functions", Yerevan, Acad. Sci. Publishers, 1984, pp. 390-396 (in Russian). 14. Dunin-Barkowski W.L., Larionova N.P., Chajlakhian L.M., Chudakov L.I. Computer simulation of Marr's Memory Unit. In: "Modern Concepts of Cerebellar Functions", Yerevan, Acad. Sci. Publishers, 1984, pp. 407-417 (in Russian). 15. Dunin-Barkowski W.L., Nemtsov M.B. Neural-like Elements Network Implementation of Transitive Graph Closure Procedure. In: "Problems of Modernization of Devices and Methods of Information Receiving, Transmission and Processing", Moscow, All-Union Institute of Inter-Branch Information, 1988, pp. 127-129 (in Russian). 16. Dunin-Barkowski W.L. Neurocomputers. A Point of View. In: "Discussion on Neurocomputers", Pushchino, Moscow Region, 1988, pp. 14-17 (in Russian). 17. Dunin-Barkowski W.L., Kovalenko E.I. Multi-dimensional Sensory Space Mapping into Activity State Space of Several One-dimensional Neural Chain Sets. In: "Problems of Cybernetics. Devices and Systems", Moscow, MIREA, 1988, pp. 42-53 (in Russian). 18. Dunin-Barkowski W.L., Smirnitska I.A. Interaction of Theory and Experiments in Memory Neural Networks Analysis. I. Neural Operations in Cerebellar Cortex. In: "Physical and Mathematical Models of Neural Networks", vol. 1, Moscow, VINITI, 1990, Results in Science and Technology Series, pp. 159-228 (in Russian). 19. Dunin-Barkowski W.L., Kovalenko E.I. Cartesian Networks: A Method for Multi-Dimensional sensory Space Mapping into Activity Pattern of Several One-Dimensional Neural Chains. In: "Neurocomputers and Attention", vol II: "Connectionism and Neurocomputers", Manchester University Press, Manchester and N.Y., 1991, pp. 507-515. 20. Dunin-Barkowski W.L. The Cerebellum as a Neural Machine: Modern Talking. In: A.L.Mikaelian (editor) "Optical Memory and Neural Networks", Proc. SPIE, 1991, vol. 1621, pp. 250-258. 21. Dunin-Barkowski W.L., Osovets N.B. Neural Networks with a prescribed Activity Dynamics. In: A.L.Mikaelian (editor) "Optical Memory and Neural Networks", Proc. SPIE, 1994, vol. 2430, pp. 118-127. PUBLICATIONS - BOOKS AND BROCHURES 1. Dunin-Barkowski W.L. Analysis of an Influence of Neuron Pulse-Frequency Properties on a Work of Simple Neural Systems. Synopsis of the Dissertation for Degree of Candidate of Science in Physics and Mathematics (profile - 03.00.02 - Biophysics). Pushchino, Moscow Region, USSR Acad. Sci. Biological Physics Institute, 1971, 25 p. (Ph. D. Thesis Summary, in Russian). 2. Dunin-Barkowski W.L. Informational Processes in Neural Structures. Moscow, Nauka Publishers, 1978, 166 p. (in Russian) 3. Dunin-Barkowski W.L. A Structural an Informational Approach to Neural Systems Analysis. A Dissertation for Degree of Doctor of Science in Physics and Mathematics in a Form of Scientific Report (profile - 03.00.02 - Biophysics). Pushchino, Moscow Region, USSR Acad. Sci. Biological Physics Institute, 1990, 40 p. (in Russian) PUBLICATIONS - ABSTRACTS 1. Dunin-Barkowski W.L., Kovalyov S.A., Magazanik L.G., Potapova T.V., Chajlakhian L.M. Electrogenesis of Postsynaptic Muscle Membrane Studies. - Report Theses of Symposium on Muscle Biochemistry and Biophysics, Tbilisi, 1968, p. 58 (in Russian). 2. Bregestovsky P.D., Veprintsev B.N., Dunin-Barkowski W.L., Potapova T.V., Chajlakhian L.M. Postsynaptic Muscle Membrane Properties at Low Temperatures. - Materials of the Symposium on Muscle Constriction Biophysics, Yerevan, 1971, p. 81 (in Russian). 3. Dunin-Barkowski W.L., Chetaev A.N. On a Class of Neuron Models. - Materials of the Symposium "Probabilistic Analysis of Physiological Systems", Moscow, 1971, p. 14 (in Russian). 4. Dunin-Barkowski W.L., Yakobson V.S. Neuron-Counters Networks. - Materials of the Symposium "Probabilistic Analysis of Physiological Systems", Moscow, 1971, p. 15 (in Russian). 5. Brodsky V.Ya., Sokolova G.A., Dunin-Barkowski W.L., Minina S.V., Segal O.N. DNA Replication of Purkinje Cell Nucleus and its Electric Activity Maturation in Post-Natal Ontogenesis. Materials of the Symposium on Regulation of Cell Nucleus Functions. - Tbilisi, 1972, p. 19 (in Russian). 6. Dunin-Barkowski W.L., Larionova N.P. On Activity of Frog Cerebellar Neurons in vitro. - Materials of the VI All-Union Conference on CNS Electrophysiology. Kaunas, 1976, p. 149 (in Russian). 7. Dunin-Barkowski W.L., Zhukowska N.M., Larionova N.P., Chajlakhian L.M., Chudakov L.I. Parallel fibers - Purkinje cell synaptic efficiency modification after joint stimulation of climbing and parallel fibers. Proc. VII All-Union Conference on CNS Electrophysiology, Yerevan, Acad. Sci. Publishers, 1980, pp. 281-282 (in Russian). 8. Chajlakhian L.M., Chudakov L.I., Dunin-Barkowski W.L., Larionova N.P., Zhukowska N.M., An Analysis of Synaptic Plasticity in the Frog Cerebellum in vitro. - Proc. European Society for Neurochemistry Meeting "Synaptic Constituents in Health and Disease", ed. M. Brzin, Lyubliana, Mladinska Kniga, 1980, pp. 423. 9. Dunin-Barkowski W.L., Smirnitska I.A. Stochastic Connections Producing in Neuron-Like Structures. - Reports Theses of the IV-th Ukrainian Conference on Bionics, Lwow, 1982, p. 16 (in Russian). 10. Dunin-Barkowski W.L., Larionova N.P., Smirnitska I.A. Calculations of Information Capacity of Cerebellar Cortex Memorizing Unit. - Reports Theses of the I-st All-Union Biophysical Congress. Moscow, 1982, vol. 3, p. 35 (in Russian). 11. Dunin-Barkowski W.L., Smirnitska I.A. On Stochastic Structural Codes in Memorizing Neural Networks. - Reports Theses of the I-st All-Union Biophysical Congress. Moscow, 1982, vol. 3, p. 36 (in Russian). 12. Dunin-Barkowski W.L., Zhukowska N.M., Larionova N.P., Chajlakhian L.M., Chudakov L.I. Peculiarities of Synaptic Activation of Granular and Purkinje Cells of the Cerebellum. - Reports Theses of the I-st All-Union Biophysical Congress. Moscow, 1982, vol. 3, p. 35 (in Russian). 13. Dunin-Barkowski W.L., Smirnitska I.A., Chetaev A.N. On a Method for Neural Network Stochastic Connections Producing. - Biofizika, 1982, vol. 27, no. 3, p. 651 (An annotation of a paper, adopted to VINITI, deposit no. 2269-82, 12 pages, in Russian). 14. Dunin-Barkowski W.L., Zhukowska N.M., Chajlakhian L.M., Chudakov L.I. Electrical Activity of Granular Cells in Isolated Frog Cerebellum. - Reports Theses of the XIV-th Congress of the I.P. Pavlov All-Union Physiological Society. Leningrad, 1982, vol. 2, p. 27 (in Russian). 15. Dunin-Barkowski W.L. Neural Net Information Storage and Coding Problems. VI-th International Symposium on Information Theory. Report Theses, part II, Moscow - Tashkent, Acad. Sci. USSR, Acad. Sci. Uzbek SSR, 1984, pp. 206-208. 16. Dunin-Barkowski W.L., Zhukowska N.M., Chajlakhian L.M., Chudakov L.I. Adenosine Influence on Postsynaptic potentials, arising at stimulation of Cerebellar Parallel Fibers. - Conference "Physiology and Biochemistry of Mediator Processes. Moscow, 1985, part 1, p. 110 (in Russiuan). 17. Chajlakhian L.M., Dunin-Barkowski W.L., Larionova N.P., Vavilina A.Yu. Computer Simulation of the Cerebellar Cortex Compartment with a special Reference to Purkinje Cells Dendrite Structure. Workshop: "Computer Simulation in Brain Sciences". Program. Copenhagen, 1986, p. 11. 18. Dunin-Barkowski W.L., Zhukowska N.M., Larionova N.P., Chajlakhian L.M., Chudakov L.I. Synaptic Modification in Frog Cerebellum. - Reports Theses of the I-st All-Union Conference on Neurosciences. Kiev, Acad. Sci. Ukr. SSR, 1986, p. 148 (in Russian). 19. Dunin-Barkowski W.L., Kartashov A.P. Autonomous Neural Rhythm Generators: A Method of Quasi-Digital Modes Obtaining. - Bionics and Biomedcybernetics - 85. Report Theses of the All-Union Conference. Bionics., Leningrad, 1986, p. 37 (in Russian). 20. Dunin-Barkowski W.L., Zhukowska N.M., Larionova N.P., Chajlakhian L.M., Cerebellar Cortex Neuron Plasticity.- Reports Theses of the XV-th Congress of the I.P. Pavlov All-Union Physiological Society. Kishinev, 1987, vol. 1, Leningrad, Nauka Publishers, p. 98-99 (in Russian). 21. Dunin-Barkowski W.L., Zhukowska N.M., Chajlakhian L.M., Chudakov L.I. Granular Cells Synapses and Climbing Fiber Interaction at the Cerebellar Purkinje Cell. Symposium: The Cerebellum and Brain Stem Structures, Yerevan, Acad. Sci. Arm. SSR, 1988, p. 47. 22. Dunin-Barkowski W.L., Kovalenko E.I. The coordinate method and multi-dimensional sensory space mapping into activity state space of several one-dimensional neural chain sets. - In: "Neurocybernetics Problems. Theses of IX All-Union Conference on Neurocybernetics", Rostov-on-Don, RSU Publishers, 1989, p. 363 (in Russian). 23. Dunin-Barkowski W.L. A Method for Obtaining Neural Networks with a Predetermined Activity Dynamics. - International Workshop "Neurocomputers and Attention", Moscow, September, 18-22, 1989, Extended Abstracts, pp. 96-97. 24. Dunin-Barkowski W.L. Kovalenko E.I. The neural Network Model for mapping of multi-dimensional sensory space by activity of one-dimensional neural chains. - International Workshop "Neurocomputers and Attention", Moscow, September, 18-22, 1989, Extended Abstracts, pp. 98-99. 25. Dunin-Barkowski W.L. Role of Mossy Fibers - Granule Cells Connections in Cerebellar Information Processing. - Neural Networks for Computing, Snowbird, Utah, 1992, p. 77. 26. Egorova E.A., Dunin-Barkowski W.L., Fedorenko G.M. Reconstruction of Micro-Fragments of Frog Cerebellar Cortex on a Base of Electron Microscopy of Serial Ultra-Thin Slices. - In: "Neurocybernetics Problems. Theses of X All-Union Conference on Neurocybernetics", Rostov-on-Don, RSU Publishers, 1992, p. 290 (in Russian). 27. Dunin-Barkowski W.L. Comments on Analog/Digital Representation of Signals in Neural Systems. - Neural Networks for Computing, Snowbird, Utah, 1993, p. 55. 28. Dunin-Barkowski W.L. Neuroinformatics and Neurocomputers in Russian Federation Higher School. - In: "New Informational Technologies in Higher School. Seminar Theses", Moscow, State Committee for Higher Education, 1993, p.p. 53-56 (in Russian). 29. Dunin-Barkowski W.L. Neural Network Dynamics and Analog or Digital Signal Representation in Neural Computations. - Algorithms of Information Processing in Neuron-Like Systems. Workshop, Nizhny Novgorod, September, 14-16, 1993. Report Theses, p. 7. 31. Dunin-Barkowski W.L. Constructive Modeling of the Cerebellum. - Neural Networks for Computing, Snowbird, Utah, 1994, p. 109. 31. Dunin-Barkowski W.L. Neuroinformatics and Neurocomputers in Russia and in the World.- In: "XLIX Science Session, devoted to the Radio Day. Report Theses", Moscow, 1994, part 1, pp. 5-7 (in Russian). 32. Dunin-Barkowski W.L., Osovets N.B. One-Dimensional Non-Linear Attractors for Hebb-Hopfield Networks. - Machines, That Learn, Snowbird, Utah, 1995, p. 55. 33. Dunina-Barkowska E.W., Dunin-Barkowski W.L., Osovets N.B. Activity Reverberation Neural Networks: Modern Paradigm. - In: 'IBRO Abstracts. Forth IBRO World Congress of Neuroscience, 9-14 July, 1995, Kyoto, Japan", Rapid Communications, Oxford - N.Y., 1995, p. 497. 34. 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: 'IBRO Abstracts. Forth IBRO World Congress of Neuroscience, 9-14 July, 1995, Kyoto, Japan", Rapid Communications, Oxford - N.Y., 1995, p. 388. 35. Dunin-Barkowski W.L., Smirnitska I.A., Sukharev A.A. Analytic and Simulation Study of Cerebellar Mossy Fiber Granule Cells Activity Transformation. - In: 'IBRO Abstracts. Forth IBRO World Congress of Neuroscience, 9-14 July, 1995, Kyoto, Japan", Rapid Communications, Oxford - N.Y., 1995, p. 327. 36. Dunin-Barkowski W.L., Wunsch D.C.Cerebellar Learning after 35 years: Hypotheses, Facts and Applications. - Machines That Learn, Snowbird, Utah, 1997, p. 23. PUBLICATIONS - EDITORIALS, REPORTS & BOOK REVIEWS 1. Dunin-Barkowski W.L. Review of the Book "Leibovic K.N. Nervous System Theory. An Introductory Study". - Novye knigi za rubezhom (New Books Abroad, Bibliographic Journal), 1973, series V, no. 11, pp. 15-18 (in Russian). 2. Dunin-Barkowski W.L., Marks R.J., Snyder W.E. Introduction. RNNS/IEEE Symposium on Neuroinformatics and Neurocomputers, Rostov-on-Don, Russia, 1992, p. 1. 3. Dunin-Barkowski W.L. Neuroinformatics and Neurocomputers in Russia. Editorial Paper. Neural Network World, 1993, vol. 3, no. 4 (Russian Issue), 7 p. 4. Dunin-Barkowski W.L. The First RNNS/IEEE Symposium on Neuroinformatics and Neurocomputers. - Neurocomputing, 1993, vol. 5, no. 4-5, pp. 265-267. 5. Dunin-Barkowski W.L. Preface. The Second International Symposium on Neuroinformatics and Neurocomputers, Rostov-on- Don, Russia, 1995, p. iii. POPULAR SCIENCE AND MASS MEDIA COMMUNICATIONS 1. Bionics in Microelecronics. - Tekhnika i Nauka (Technology and Science, Popular Science and Technology Journal), Riga, 1979, no. 4, pp. 8-10 (in Russian). 2. Ionic Channels of the Post-synaptic Membrane (P.D. Bregestovsky and T.V. Potapova, co-authors). - Priroda (The Nature, USSR Academy of Science Journal on popular Science), 1981, no. 12, pp. 24-32 (in Russian). 3. Memory mechanics in movement control. Moscow Radio I-st Channel. Broadcast on Popular Science for Youth, Professor Chuk's Seminars Series, Moscow, October 26, 1986 (in Russian). 4. The Brain Reveals its Secrets. - Utro (Morning), Rostov-on-Don Daily Newspaper, October 3, 1992 (in Russian). 5. Brain and Computer. - Evrica, A Weekly Newspaper on Popular Science, Moscow, 1994, no. 6, April 20 (in Russian). 6. Neurocybernetics, Neuroinformatics, Neurocomputers. - Rostov University, A Monthly Newspaper, no. 8-9, July 1, 1994 (in Russian). EDITED BOOKS 1. Chetaev A.N. Neural Networks and Markov Chains. Moscow, Nauka Publishers, 1985, 126 p. LECTURE COURSES 1. Neural Models of Associative Memory. Institute of Physics, Armenian Academy of Science, Yerevan, October 1973. 2. Theoretical Neurophysiology. Department of Human and Animal Physiology. Biology Faculty. Moscow State University. Autumn 1974 - Spring 1975 3. Brindley-Marr Theory of Associative Memory. Kaunas Medical Institute, September 1975. 4. Neural Networks Theory. Faculty of Physics, Moscow State University, Autumn, 1986. 5. Information Theory, Moscow Institute of Radiotechnique, Electronics and Automation, Winter 1987. 6. Foundations of Neuroinformatics. Inter-Disciplinary Course. Moscow Institute of Physics and Technology. Spring - Autumn, 1989. 7. Foundations of Neuroinformatics. Inter-Disciplinary Course. Rostov State University. Spring - Autumn, 1993, 1994. 8. Foundations of Neuroinformatics. Department of Neurocomputers. Moscow Institute of Physics and Technology. Autumn, 1996. INVITED PRESENTATIONS 1. Neural Oscillator Model. Winter Workshop on Automata Studies. Roschino, Leningrad Region, January, 1968. 2. Neural Models of Associative Memory. Physiological Society Meeting, Moscow, October 12, 1971. 3. Neural Networks for Associative Memory. Institute Seminar. Institute of Automation and Electro-Metrology, USSR Acad. Sci. Siberian Branch, Novosibirsk, January, 1973. 4. Reliable Neural Networks for Associative Memory. Conference on Reliability in Physiological Systems. Baku, Azerbaijan, May, 1973. 5. Theory of Neural Associative Memories. A Seminar Series. Institute of Physics, Armenian Academy of Sciences, Yerevan, Armenia, October, 1973. 6. Brindley-Marr Theory. A Lectures Course. Department of Biophysics, Kaunas Medical Institute, Kaunas, Lithuania, September, 1975. 7. Electrochemistry of post-synaptic muscle membrane. Summer School on Membrane Biology. Puschino, June, 1975 8. Information Theory and Evaluation of Information Capacity of Cerebellar Purkinje Cells and Marr's Collateral Memories. School in Theoretical Neurophysiology. Puschino, Moscow Region, February 1977. 9. Progress in Cerebellar Studies. Institute of Automation and Electro-Metrology, USSR Acad. Sci. Siberian Branch, Novosibirsk, March, 1978. 10. Bionics for Microelectronics. Seminar of Young Researchers of the Institute of Higher Nervous Activity and Neurophysiology, USSR Academy of Sciences, Moscow, May, 1979. 11. The Cerebellum - A Neuronal Machine. Institute of Theoretical and Experimental Physics. Winter School for Young Researchers, Belye Stolby, Moscow Region. December, 1980. 12. Experimental and Theoretic Studies of the Cerebellum. Annual Scientific Session of the Research Computing Center (Institute of the Mathematical Problems in Biology), Puschino, Moscow Region, February, 1981. 13. On Applications of Molecular Biology for Informational Systems. Annual Scientific Session of the Research Computing Center (Institute of the Mathematical Problems in Biology), Puschino, Moscow Region, February, 1984. 14. Problems in Modeling the Cerebellum. Institute of Program Systems, USSR Academy of Science, Pereslavl-Zalesskij, Yaroslavl Region, October, 1984. 15. Modern Neuro-Bionics. Winter School for Young Researchers in Modern Technologies for Information Processing and Transmission. Zvenigorod, Moscow Region, January, 1985. 16. Theory and Experiment Interaction in Studies of the Cerebellum. School of Young Neurobilogists, Kazan, Tatarstan , Russia, September, 1985. 17. Theoretical Biophysics of Neural Systems. Landau Institute of Theoretical Physics, USSR Academy of Science, Chernogolovka, Moscow Region, September 1985. 18. Multi-Neuronal Structures: Theory and Experiment. Scientific Session of the Department of General Physics and Astronomy and Department of Nuclear Physics USSR Academy of Science. Moscow, June 1986. 19. Neurocomputers and Theory of Neural Networks. Seminar on Neurocybernetics. Research Institute for Neurocybernetics, Rostov State University, September, 1986. 20. Theoretical Biophysics and Neuro-Physics. Winter School on Biophysics, Lenigrad Institute of Nuclear Physics, Kohla- Yarve, Estonia, March, 1989. 21. Stochastic Dynamics of Neural Networks. Seminar on Neurocybernetics. Stanica Veshenskaya, Rostov Region, July, 1989. 22. On Neuroinformatics and Neurocybernetics. Scientific Session of the Department of Informatics, Computer Science and Automation "Informatics, Physics and Electronics of Neural and Neural-Like Systems", Rostov-on-Don, June,1990. 23. Perspective Neural Network Systems. Winter School on Modeling, Zvenigorod, Moscow Region, March, 1991. 24. Artificial Neural Networks Applications. Conference on Intellectual and Hybrid Control Systems, Terscol, Kabardine and Balkar Republic, May 1991. 25. Neural Networks of the Cerebellum: a Theoretical and Experimental Approach. Workshop "Neural Network for Physicists". University of Minnesota, Minneapolis, August, 1991. 26. Neural Network Research in the USSR. Bowman Gray Medical School, Wake Forest University, Winston-Sahlem, NC, August, 1991. 27. Neural Networks Research in USSR: Hystory and Recent Achivements. Department of Computer Science, Wayne State University, Detroit, MI, April, 1992. 28. Soviet Neural Network Research. Department of Computer Science, George Mason University, Washington, DC, April, 1992. 29. Analog/Digital Controversies in Neural Computations. Workshop "Neural Network for Physicists # 2". University of Minnesota, Minneapolis, August, 1992. 30. Neuroinformatics and Neurocomputers in Russian Federation Higher School. RF State Committee for Higher Education, Moscow, June, 1993. 31. Stochastic Dynamics and Attractors in Neural Networks. Workshop on Non-Linear Dynamic Systems, Nizhny Novgorod, September, 1993. 32. Works on Theoretical and Experimental Studies of Cerebellar Plasticity. Frontier Research Program, RIKEN, Wako, Saitama, Japan, November 1993. 33. Cerebellar Learning Hypothesis. II Department of Physiology, Hokkaido University Medical School, Sapporo, Japan, November, 1993. 34. Neural Networks Today. Conference on Artificial Intelligence, Konakovo, Tver' Region, March, 1994. 35. Neuroinformatics and Neurocomputers in Russia and in the World. A.S. Popov Society (Russian Section of the IEEE) Meeting, May, 1994. 36. Review of Neural Network Applications. Session of the Russian Academy of Science Council on Optical Memory and Neural Networks, Moscow, June, 1994. 37. Progress in Neural Network Research . Institute of Problems in Physics, Russian Academy of Science, School of young physicists, Rostov (the Great), Yaroslavl Region, October 1994 38. Status and Perspectives of Neuroinformatics in Russia. Session of the Department of Informatics, Computer Science and Automation on Aritificial Intelligence, Moscow, November, 1994. 39. Cerebellar Learning: Theoretical Estimates and Experimental Searches. University of Minnesota, Department of Physiology, April, 1995. 40. HEP Type Experiments in Brain Analysis: A search for Purkinje Cells of the Cerebellum, Controlled with the Same Climbing Fiber. Workshop "Neural Network for Physicists # 5". University of Minnesota, Minneapolis, August, 1995. 41. The Neuronal Machine Cerebellum: How it Works. Department of Mathematics and Computer Science, University of Denver, Denver, CO, October 1995. 42. Studies of Synaptic Plasticity in the Cerebellum. Department of Pharmacology, University of Colorado Health Science Center, Denver, October 1995. 43. The Neuronal Machine Cerebellum and its Learning. Department of Computer Science, University of Colorado, Boulder, CO, November, 1995. 44. Cerebellar Type Neural Modules for Control of Multidimensional Plant. Conference "Neurocomputers and their Applications", Moscow, February 1996. 44. Some Results in Cerebellar Learning Systems and Neural Coding. Department of Computer Science. Briang Young University, Provo, UT, April, 1997. GRADUATE STUDENT THESES & DISSERTATIONS 1. Minina S.V. Study of Electrical Activity of Rat Purkinje Cells in Postnatal Ontogenesis and Purkinje Cells Polyploidia. Diploma Work (MS Thesis). Department of Higher Nervous Activity, Biology Faculty, Moscow State University, 1972. 2. Larionova N.P. Studies of Learning in the Cerebellum. Diploma Work (MS Thesis). Department of Living Systems Physics, Faculty of General and Applied Physics, Moscow Institute of Physics and Technology, 1975. 3. Smirnitska I.A. Stochastic Connection Forming in Neural-like systems. Diploma Work (MS Thesis). Department of Radio- Physics, Faculty of Radio-Engineering and Cybernetics, Moscow Institute of Physics and Technology, 1979. 4. Romanenko O.K. Studies of Neuron Plasticity in the Cerebellum. Diploma Work (MS Thesis), Department of Psycho- Physiology, Faculty of Psychology, Moscow State University, 1984. 5. Larionova N.P. Theoretical and Experimental Studies of Cerebellar Neuron Plasticity. Dissertation for Degree of Candidate of Science (Ph.D.) in Physics and Mathematics (profile - 03.00.02 - Biophysics). Institute of Biological Physics, USSR Academy of Science, Pushchino, Moscow Region, 1985. 6. Yevdokimov S.A. Dynamic System Control with a Help of Cerebellar Neural Module. Diploma Work (MS Thesis). Department of Radio-Physics, Faculty of Radio-Engineering and Cybernetics, Moscow Institute of Physics and Technology, 1985. 7. Kozhemiakin M.B. Studies of Cerebellar Neural Plasticity. Diploma Work (MS Thesis), Department of Biophysics, Bio- Veterinary Faculty, Moscow Veterinary Academy, 1985. 8. Rybak I.A. Theoretical and Experimental Studies of Visual Cortex Cells Directional Selectivity. Dissertation for Degree of Candidate of Science (Ph.D.) in Biology (profile - 03.00.02 - Biophysics). Faculty of Biology, Leningrad State University, 1987. 9. Smirnitska I.A. Probabilistic Characteristics of Information Processing by Codons in Cerebellar Cortex. Dissertation for Degree of Candidate of Science (Ph.D.) in Physics and Mathematics (profile - 01.01.09 - Mathematical Cybernetics), Faculty of Control and Applied Mathematics, Moscow Institute of Physics and Technology, 1994. 10. Shevtsova N.A. Analytical studies and computer simulation of algorithms for low-level processing of visual information in visual systems. Dissertation for Degree of Candidate of Science (Ph.D.) in Technology (profile - 05.13.16 - Application of Computers and Mathematical Models in Science), Rostov State University, Computing Center, 1996. 11. Gusakova V.I. Design of biological algorithms for the invariant recognition of grey-level images. Dissertation for Degree of Candidate of Science (Ph.D.) in Technology (profile - 05.13.16 - Application of Computers and Mathematical Models in Science), Rostov State University, Computing Center, 1996. 12. Golovan A.V. Elaboration of the algorithms for visuo-motor integration on a basis of probabilistic neural ansemlies. Dissertation for Degree of Candidate of Science (Ph.D.) in Technology (profile - 05.13.16 - Application of Computers and Mathematical Models in Science), Rostov State University, Computing Center, 1996. MEETINGS ATTENDED IV International Biophysical Congress, Moscow, August 2-6, 1972. I All-Union Biophysical Congress, Moscow, August 2-7, 1982. IV International Symposium on Information Theory, Tashkent, October 15-18, 1994. IX All-Union Conference on Neurocybernetics, Rostov-on-Don, June, 1989. Informatics, Physics and Electronics of Neural and Neuron-Like Systems, USSR Academy of Science, Department of Informatics, Computer Science and Automation Science Session, Rostov-on-Don, June 28-30, 1990. Optical Memory and Neural Networks, Zvenigorod, Moscow Region, April 2-6, 1991. International Joint Conference on Neural Networks, Seattle, July 8-11, 1991. Neural Networks for Physicists, Minneapolis, August 14-17, 1991. Neural Networks for Computing, Snowbird, Utah, April 7-10, 1992 X International (All-Union) Conference on Neurocybernetics, Rostov-on-Don, September, 1992. RNNS/IEEE Symposium on Neuroinformatics and Neurocomputers, Rostov-on-Don, October 7-10, 1992. Parallel Applications in Statistics and Economy, Prague, December 4-7, 1992. Neural Networks for Computing, Snowbird, Utah, April 13-16, 1993. Neural Networks for Physicists #2, Minneapolis, August 17-21, 1993. International Joint Conference on Neural Networks, Nagoya, October 25-29, 1993. Optical Memory & Neural Networks '94, Moscow, August 27-30, 1994. Machines That Learn, Snowbird, Utah, April 4-7, 1995. 25-th Annual Meeting of the Society for Neuroscience, San Diego, November 13-18, 1995. II All-Russian Conference "Neurocomputers and Their Applications", Moscow, February 14-16, 1996. KRINC/LACOS Workshop on Robot Vision, Rostov-on-Don, May 21-23, 1996. III All-Russian Conference "Neurocomputers and Their Applications", Moscow, February 12-14, 1997. Machines That Learn, Snowbird, Utah, April 1-4, 1997. REFEREED JOURNALS IN WHICH PAPERS HAVE APPEARED Biofizika Nejrofiziologia Tsitologia Doklady Akademii Nauk Izvestia VUZov, Seria Radiofizika I.P. Pavlov Zhurnal Vysshej Nervnoj Deyatelnosti Mikroprotsessornye sredstva i sistemy Priroda Nature (London) Biological Cybernetics Uspekhi Fizicheskih Nauk Neural Network World Neurocomputing Izvestia VUZov, Seria Radiofizika Optical Memory and Neural Networks TECHNICAL REVIEW Proposals review for International Science Foundation, Russian Foundation of Basic Research, Krasnoyarsk Territory Science Foundation Conference reviewer for All-Union Conferences on Neurocybernetics, Session "Informatics, Physics and Electronics of Neural and Neuron-Like Systems", I&II International Symposiums on Neuroinformatics and Neurocomputers, Conference Parallel Applications in Statistics and Economy, etc. Journal reviewer for Biofizika, Nejrofiziologia, Technical Cybernetics, Neural Network World, Neurocomputing, IEEE Transactions on Neural Networks, Neural Processing Letters, Nejrokompjuter, Biological Membranes Feb 02 1998