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Лаборатория нейронных сетей

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ПУБЛИКАЦИИ (2000 - 2010 гг.)

2010

Борисюк Р.М., Чик Д., Казанович Я.Б. (2010) Осцилляторная модель зрительного внимания, Нейроинформатика-2010. XII Всероссийская научно-техническая конференция. Сборник научных трудов, т. 2, с. 19-28 Москва, МИФИ.

2009

Borisyuk R., Kazanovich Y., Chick D., Tikhanoff V., Cangelosi A. A neural model of selective attention and object segmentation in the visual scene: An approach based on partial synchronization and star-like architecture of connections, Neural Networks 22 (2009) 707-719

Chick D., Borisyuk R., Kazanovich Y. Selective attention model with spiking elements, Neural Networks 22 (2009) 890-900

Borisyuk R., Chick D., Kazanovich Y. Visual perception of ambiguous figures: synchronization based neural models, Biological Cybernetics (2009) 100:491-504

Borisyuk R. , Chik D. , Kazanovich Y. Selective attention model of moving objects. Neural Network World, 19(5), 429-445.

Борисюк Р.М., Чик Д., Казанович Я.Б. (2009) Осцилляторная модель восприятия двойственных изображений. Нейроинформатика-2009. XI Всероссийская научно-техническая конференция. Сборник научных трудов, т. 1, с. 281-288. Москва, МИФИ.

2008

Казанович Я.Б. Сегментация изображений с помощью динамических нейронных сетей. Нейроинформатика-2008. X Всероссийская научно-техническая конференция. Лекции по нейроинформатике (под ред. Ю.В. Тюменцева), т. 2, с. 37-96. Москва: МИФИ

Чик Д., Борисюк Р.М., Казанович Я.Б. Режимы синхронизация в сети нейронов Ходжкина-Хаксли с центральным элементом. Математическая биология и биоинформатика (электронный журнал), 3(1), 16-35

Borisyuk R., Chick D., Kazanovich Y. Selective attention model of moving objects. 18th International Conference on Artificial Neural Networks, Prague, V. Kurkova, R. Neruda, J. Koutnik (eds.), pp. 358-367, Springer

Sergin A.V., Sergin V.Ya. Model of perception: The hierarchy of inclusive sensory characteristics and top-down cascade transfer of excitation. Neural Network World. 18(3). 227-244

Spitzer N., Cymbalyuk G., Zhang H., Edwards D.H., Baro D.J. Serotonin transduction cascades mediating variable changes in pyloric network cycle frequency in response to the same modulatory challenge. J. Neurophysiol., 99(6), 2844-2863.

2007

Казанович Я.Б. Нелинейная динамика и ее роль в обработке информации в мозге. Нейроинформатика-2007. IX Всероссийская научно-техническая конференция. Сборник научных трудов, т. 3, с. 10-15. Москва, МИФИ

Сергин В.Я.. Биологически правдоподобная модель зрительного восприятия. Нейроинформатика-2007. IX Всероссийская научно-техническая конференция. Лекции по нейроинформатике, под ред. Ю.В. Тюменцева, с. 77-120. Москва: МИФИ

Channell P., Cymbalyuk G.S., Shilnikov A. Origin of bursting through homoclinic spike adding in a neuron model. Phys. Review Letters, 98(13), 134101

Kazanovich Y.B. Nonlinear dynamics modeling and information processing in the brain. Optical Memory & Neural Networks, 16(3), 111-124

Li W.-C., Cooke T., Sautois B., Soffe S., Borisyuk R., Roberts A. Axon and dendrite geography predict the specificity of synaptic connections in a functioning spinal cord network. Neural Development, 2, 17

2006

Казанович Я.Б., Борисюк Р.М. Нейросетевая модель слежения за несколькими объектами. Нейроинформатика (электронный журнал), 1(1), 4-33

Borisyuk R.M., Kazanovich Y.B. Oscillations and waves in the models of interactive neural populations. BioSystems, 86, 53-62

Kazanovich Y.B., Borisyuk R.M. An oscillatory neural model of multiple object tracking. Neural Computation, 18, 1413-1440

Kazanovich Y.B., Borisyuk R.M. Global and partial synchronization in a system of phase oscillators. Математическая биология и биоинформатика. Доклады 1 Международной конференции, под ред. В.Д. Лахно, с. 112-113. Москва: Макс Пресс

Olypher A.V., Cymbalyuk G.S. , Calabrese R.L. Hybrid Systems Analysis of the Control of Burst Duration by Low-Voltage-Activated Calcium Current in Leech Heart Interneurons. J. Neurophysiol., 96, 2857-2867

Turova T. Phase transitions in dynamical random graphs. J. of Stat. Physics, 123, 1007-1032

Weerasekara A.B., Matsik S.G., Cymbalyuk G.S., Perera A.G.U. Grouping behavior of inter-pulse time intervals for triggered pulses in an AlGaAs/InGaAs multilayer structure. Physica D: Nonlinear Phenomena, 215, 159-165

2005

Казанович Я.Б., Бoрисюк Р.М. Осцилляторная нейросетевая модель слежения за движущимся объектом. Нейроинформатика-2005. VII Всероссийская научно-техническая конференция. Сборник научных трудов, т. 1, с. 25-35, Москва, МИФИ

Borisyuk R., Borisyuk G., Rallings C., Thrasher M. Forecasting the 2005 general election: A neural network approach. British Journal of Politics and International Relations, 7, 199-209

Cymbalyuk G., Calabrese R., Shilnikov A.L. How a neuron model can demonstrate co-existence of tonic spiking and bursting? Neurocomputing. 65/66, 869-875

Cymbaluyk G., Shilnikov A.L. Co-existent tonic spiking modes in a leech neuron model. J. Comp. Neurosci., 18, 255-263

Kazanovich Y.B., Borisyuk R.M. (2005) An oscillatory neural model for tracking a moving object. Proc. NCPW9, Plymouth, September 2004, A. Cangelosi, G. Bugmann, R. Borisyuk (Eds.), World Scientific, pp. 259-268

Luzyanina T., Roose D. Bocharov G. Numerical bifurcation analysis of immunological models with time delays. J. Comput. and Applied Math., 184, 165-176

Luzyanina T., Roose D. Numerical local stability analysis of differential algebraic equations with time delays. Fifth IFAC Workshop on Time-Delay Systems, W. Michiels and D. Roose (Eds.), 6 p., CD-ROM September 8-10, 2004, Katholieke Universiteit Leuven, Belgium

Luzyanina T., Roose D. Approximation of the characteristic roots of integral equations with distributed delays. Proc. Int. Conf. Differential Equations. F. Dumortier, H. Broer, J. Mawhin, A. Vanderbauwhede, S., Verduyn Lunel (Eds.), pp. 762-767

Niculescu S.-I., Michiels W., Melchor-Aguillar D., Luzyanina T., Mazenc F., Gu K., Chatte F. Delay effects on the asymptotic stability of various fluid models in high performance networks. Advances in Communication Control Networks, S. Tarbouriech, C. Abdallah, J. Chiasson (Eds.), vol. 308, Lecture Notes in Control and Information Sciences, Springer-Verlag, Berlin, pp. 87-110

Shilnikov A.L., Cymbalyuk G. Transition between tonic-spiking and bursting in a neuron model via the blue-sky catastrophe. Phys. Rev. Lett., 94, 048101, 1-4

Shilnikov A.L., Calabrese R., Cymbalyuk G. Mechanism of bi-stability: tonic spiking and bursting in a neuron model. Phys Rev. E, 71, 056214 1-9

Shilnikov A. L., Cymbalyuk G. Homoclinic saddle-node orbit bifurcations en a route between tonic spiking and bursting in neuron models. Regular & Chaotic Dynamics, 9, 281-297

Shilnikov A. L., Cymbalyuk G.S. Transition between tonic-spiking and bursting in a neuron model via the blue-sky catastrophe, Phys. Review Letters, 94(4),048101, 1-4

Stuart E., Walter M., Borisyuk R. The Correlation Grid: Analysis of Synchronous Spiking in Multi-dimensional Spike Train Data and Identification of Feasible Connection Architectures. BioSytems, 79, 223-233

2004

Борисюк Р.М. Моделирование гиппокампального тета ритма. Журнал высшей нервной деятельности, т. 54 (1), с. 83-98

Казанович Я.Б., Шматченко В.В. Осцилляторные нейросетевые модели сегментации изображений и зрительного внимания. Нейроинформатика-2004. VI Всероссийская научно-техническая конференция. Лекции по нейроинформатике, т. 1, под ред. Ю.В. Тюменцева. Москва: МИФИ, с. 72-125

Bocharov G., Ludevig B., Bertoletti A., Klenerman P., Junt T., Krebs P., Luzyanina T., Fraser C. Anderson R. M. Underwhelming the immune response: effect of slow virus growth rates on CD8 + T lymphocytes responses. Journal of Virology, 78(5), 2247-2254

Bondarenko V.E., Cymbalyuk G.S., Patel G., DeWeerth S.P., Calabrese R.L. Bifurcation of a synchronous oscillations into torus in a system of two reciprocally inhibitory silicon neurons: Experimental observation and modeling, Chaos, 14: 995-1003

Borisyuk G., Rallings C., Thrasher M. Selecting indexes of electoral proportionality: General properties and relationships. Quality and Quantity, 38(1), 51-74

Borisyuk R. Stochastic dynamics and partial synchronization of stimulus-driven neural activity. Int. Joint Conf. on Neural Networks, IJCNN 2004, v.4, Budapest, pp. 3035-3040

Borisyuk R. Hoppensteadt F. A theory of epineuronal memory. Neural Networks, 17, 1427-143

Borisyuk R., Kazanovich Y. Oscillatory model of attention-guided object selection and novelty detection. Neural Networks, 17, 899-915

Borisyuk R.M., Kazanovich Y.B. Designing an oscillatory model of brain cognitive functions. In 8th Neural Computation Psychology Workshop. Connectionist Models of Cognition and Perception II. Proc. of the Eighth Neural Computation and Psychology Workshop, University of Kent, UK 28 - 30 August 2003. H. Bowman and C. Labiouse (Eds.). World Scientific, pp. 285-294

Borisyuk R.M., Kazanovich Y.B. Synchronization based neural systems for object selection and novelty detection. Brain Inspired Cognitive Systems (BICS-2004), August-September 2004, University of Stirling, Scotland, CD: CNS 1.1 1-4

Luzyanina T., Roose D. Equations with distributed delays: bifurcation analysis using computational tools for discrete delay equations. Functional Differential Equations 11(1-2), 87-92

Luzyanina T., Roose D., Engelborghs K. Numerical stability analysis of steady state solutions of integral equations with distributed delays. Applied Numerical Mathematics, 50(1), 75-92

Rallings C., Thresher M., Borisyuk G. Seasonal factors, voter fatigue, and the costs of voting. Electorial Studies, 22, 65-79

Rallings C., Thrasher M., Cheal B., Borisyuk G. The New Deal for Communities: assessing procedures and voter turnout at partnership board elections. Envirement and Planning C, Government and Policy, 22(4): 569-582

Roose D., Luzyanina T., Engelborghs K., Michiels W. Software for stability and bifurcation analysis of delay differential equations and applications to stabilization. In Advances in Time-Delay Systems, S.-I. Niculescu and K. Gu (Eds.), vol. 38, Lecture Notes in Computational Science and Engineering, Springer Verlag, pp.167-182

Shilnikov A.L., Cymbalyuk G. Homoclinic saddle-node orbit bifurcations en a route between tonic spiking and bursting in neuron models. Regular & Chaotic Dynamics, 9(3), 281-297

Simoni M., Sorensen M., Cymbalyuk G., Calabrese R., DeWeerth S. A multiconductance silicon neuron with biologically matched dynamics. IEEE Trans on Biomed. Eng., 51(2), 342-354

Sorensen M., DeWeerth S., Cymbalyuk G., Calabrese R.L. Using a hybrid neural system to reveal regulation of neuronal network activity by an intrinsic current. J. Neurosci. 24(23):5427-5438

Turova, T.S. Long Paths and Cycles in the Dynamical Graphs. J. Stat. Phys., 110(1/2), 385-417

Turova, T.S. Berry-Esseen and central limit theorems for serial rank statistics via graphs. Bernoulli, 10(2), 221--250

Wenning A., Cymbalyuk G.S., Calabrese R.L. Heartbeat control in leeches: I. Constriction pattern and neural modulation of blood pressure in intact animals. J Neurophysiol, 91(1): 382-396

2003

Bondarenko V.E., Cymbalyuk G.S., Patel G., DeWeerth S.P., Calabrese R.L. A bifurcation of a synchronous oscillations into a torus in a system of two mutually inhibitory aVLSI neurons: experimental observation. Neurocomputing. 52-54, 691-698

Borisyuk R.M., Kazanovich Y.B. Oscillatory neural network model of attention focus formation and control. BioSystems, 71, 29-38

Borisyuk G.N., Borisyuk R.M., Kazanovich Y.B., Ivanitskii G.R. Models of neural dynamics in brain information processing - the developments of 'the decade'. Physics - Uspekhi, 45, 1073-1095

Kazanovich Y.B., Borisyuk R.M. Synchronization in oscillator systems with phase shifts. Progr. Theor. Phys., 110 (6), 1047-1058

Luzyanina T., Engelborghs K/ and Roose D. (2003) Computing stability of differential equations with bounded distributed delays. Numerical Algorithms, v. 34 (1), pз.41-66

2002

Борисюк Г.Н., Борисюк Р.М., Казанович Я.Б., Иваницкий Г.Р. Моделирование динамики нейроной актичности и обработки информации мозгом - итоги десятилетия. УФН, т. 172, N 10, сс. 1189-1214

Borisyuk R. Oscillatory activity in the neural networks of spiking elements. BioSystems, v. 67(1-3), pp. 3-16

Cymbalyuk G.S., Gaudry Q., Masino M., Calabrese R.L. Bursting in leech heart interneurons: cell autonomous and network based mechanisms. J. Neuroscience, 22, 10580-10592

Engelborghs K., Luzyanina T., and Roose. D. Numerical bifurcation analysis of delay differential equations using DDE-BIFTOOL. ACM Transactions on Mathematical Software, v. 28, N 1, pp. 1--21

Kazanovich Y. Borisyuk R. Object selection by an oscillatory neural network. BioSystems, 67(1-3), 103-111

Simoni M., Sorensen M., Cymbalyuk G., Calabrese R., DeWeerth S. Control of bursting properties in a silicon neuron CPG. Neurocomputing, 44: 645-651

Stuart L, Walter M., and Borisyuk R. Visualisation of Synchronous Firing in Multi-dimensional Spike Trains. BioSystems, 67(1-3), 265-278

Turova T.S. Dynamical Random Graphs with Memory. Phys. Review E, 65, 066102:1-9

2001

Борисюк Р.М., Виноградова О.С., Денэм М., Казанович Я.Б., Хоппенштедт Ф. Модель детекции новизны на основе осцилляторной нейронной сети с разреженной памятью. 3 Всероссийская конференция "Нейроинформатика-2001", Москва, МИФИ, т.1, с. 183-190

Borisyuk R. Puzzle of chaotic neurodynamics. Behaviour and Brain Sciences, 24, 812-813

Borisyuk R., Borisyuk G., Kazanovich Ya. Temporal structure of neural activity and modelling of information processing in the brain. In: Emergent Neural Computational Architectures based on Neuroscience. S.Wermter, J. Austin, D. Wilshaw (eds.), Berline, Springer, pp. 237-254

Borisyuk R., Denham M., Kazanovich Y., Hoppensteadt F. Vinogradova O. Oscillatory Model of Novelty Detection. Network: Computation in Neural System, 12, 1-20

Cymbalyuk G.S. Calabrese R.L. A model of slow plateau-like oscillations based upon the fast Na+ current in a window mode. Neurocomputing, 38, 159-166

Haggstrom, O. and Turova T.S. A strict inequality for the random triangle model. Journal of Statistical Physics, 104, 471-482

Luzyanina T., K. Engelborghs, Ehl S.,. Klenerman P, Bocharov G.. Low level viral persistence after infection with LCMV: a quantitative insight through numerical bifurcation analysis. Mathematical Biosciences, 173, 1-23

Pieroux D., Erneux T., Luzyanina T, Engelborghs K.. Interacting pairs of periodic solutions lead to tori in lasers subject to delayed feedback. Physical Review E. 63, 036211-036221

2000

Борисюк Р.М., Виноградова О.С., Денэм М., Казанович Я.Б., Хоппенштедт Ф. Нейросетевая модель детекции новизны на основе частотного кодирования информации. Нейроинформатика-2000, 2-я Всероссийская научно-техническая конференция, Москва, МИФИ, т.1, с.145-156

Borisyuk R. Encyclopedia of computational neuroscience: The end of the second millennium. Behavioral and Brain Sciences, 23, 534-535

Borisyuk R., Borisyuk G. Complex dynamics of interactive neural oscillators. Journal of Chaos Theory and Applications, 2, 45-62

Borisyuk G.N., Borisyuk R.M., Kazanovich Y.B. Temporal structure of neural activity and models of information processing in the brain. Chapter in Time and the Brain, ed. R. Miller, Harwood Acad Publ., pp. 331-349

Borisyuk R., Borisyuk G., Kazanovich Ya. Temporal structure of neural activity and modelling of information processing in the brain. In: EmerNet: International Workshop on Emergent Neural Computational Architectures Based on Neuroscience, S.Wermter, J. Austin, D. Wilshaw (eds.), Edinburgh, Scotland, September 1999, pp. 71-75

Borisyuk R., Denham M., Kazanovich Y., Hoppensteadt F. Vinogradova O. An Oscillatory neural network model of sparse distributed memory and novelty detection. BioSystems, 58, 265-272

Cottrell M. Turova T.S. Use of hourglass model in neuronal coding. Journal of Applied Probability, 37, 168-186

Cymbalyuk G.S. Calabrese R.L., Oscillatory behaviors in pharmacologically isolated heart interneurons from the medicinal leech. Neurocomputing, 32/33, 97-104

Cymbalyuk G., Patel G., Calabrese R., DeWeerth S., Cohen A. Modeling Alternation to Synchrony with Inhibitory Coupling: A VLSI Approach. Neural Computation, 12, 2259-2278

Denham M., Borisyuk R. A Model of theta rhythm production in the septal-hippocampal system and its modulation by ascending brainstem pathways. Hippocampus, 10, 698-716

Engelborghs K., Luzyanina T, Roose D. On the bifurcation analysis of a delay differential equation using DDE-BIFTOOL. Proceedings of 16th IMACS World Congress, Lausanne, Switzerland, Eds. M.Deville, R. Owena, August 21-25, 2000, CD-ROM

Haeusler E., Mason D.M., Turova T.S. A study of serial ranks via random graphs. Bernoulli, 6, 541-570

Luzyanina T, Engelborghs K., Roose D. Differential equations with state-dependent delay: numerical study. Proceedings of 16th IMACS World Congress, Lausanne, Switzerland, Eds. M.Deville, R. Owena, August 21-25, 2000, CD-ROM