Publications

I) Selected publications on mathematical transport theory

  • M.G.Kuzmina, M.V.Maslennikov. On the Dependence of Asymptotic Characteristics of Milne Problem on the Indicatrix of Scattering. Journ. Of Comp. Math. and Math. Phys. v.8, p. 573, 1968 (in Russian).

  • M.G.Kuzmina. Milne Problem for Semi-Infinite Atmosphere under Polarization of Scattered Radiation Being Taken into Account. Sov. Dokl. v.301, p.301, 1970 (in Russian).

  • M.G.Kuzmina, Milne Problem for Polarized Radiation in the Case of Nonconservative Raylegh Scattering. Sov. Docl., v.201, no.4, p.809, 1971 (in Russian).

  • M.G.Kuzmina, T.A.Sushkevitch. Discrete Algorithm for Polarized Radiation Transport Problems in Inhomogenious Slabs. KIAM Preprint No. 119, 1974 (in Russian).

  • M.G.Kuzmina. The Ways of Description of Polarized Radiation. KIAM Preprint No.75, 1975 (in Russian).

  • M.G.Kuzmina. Polarized Radiation Transport Equation for the Case of Anisotropic Media. KIAM Preprint no. 68, 1976 (in Russian).

  • M.G.Kuzmina. General Functional Properties of Polarized Radiation Transport Equation. Sov. Dokl., v. 238, no. 2, 1978

  • M.G.Kuzmina. On the Symmetry Properties of Polarized Radiation Transport Equation in the Case of Plane Geometry. Sov. Dokl., v.239, no. 2, 1978 .

  • M.G.Kuzmina. A Characteristic Equation of Polarized Radiation Transport Theory. Sov. Dokl., v.244, no. 1, 1979 .

  • M.G.Kuzmina, M.V.Maslennikov. Asymptotic Characteristics of Polarized Radiation under Weak Absorbtion.Sov. Dokl., v. 244, no. 4, 1979.

  • M.G.Kuzmina. Some Transport Problems for Polarized Radiation, Ph. D. Thesis, Moscow, 1980 (in Russian).

  • M.G.Kuzmina. Coherently Scattered Radiation in Discrete Anisotropic Media. KIAM Preprint no. 65, 1984 (in Russian).

  • M.G.Kuzmina. Posing of Polarized Radiation Transport Problems in Slabs. KIAM Preprint no. 110, 1986 (in Russian).

  • M.G.Kuzmina. Transport Problems in Slabs of Optically Active Media. Sov. Dokl., v..303, no. 1, p.335, 1986.

  • M.G.Kuzmina. A perturbation Method in Transport Problems in Slabs of Optically Active Media. Sov. Dokl., v.308, no.2, p.335, 1989.

  • M.G.Kuzmina. A perturbation Method and the Stokes Parameters Estimates in Polarised Radiation Transfer Problems in Slabs of Optically Active Media. TTSP v. 20(1), p. 69 , 1991.

  • M.G.Kuzmina. A characteristic Equation of Transport Theory in Optically Active Media. Proc. of 4-th MAFPD, Oct. 2-5, 1991, Kyoto, Japan.

    II)-III) Theory and modelling of artificial neural networks; oscillator and phasor networks of associative memory

  • M.G.Kuzmina. Bifurcation Analysis of Recalling Process Dynamics in Associative Memory Neural Networks. Proc. of Int. Conf. Neural Networks for Physisists, Aug. 14-19, 1991, Minneapolis,USA.

  • M.G.Kuzmina. The Retrieval Possibilities of Autossociative Networks under Variation of Interconnection Architecture. Proc. of Int. Symposium "Neuroinformatics and Neurocomputers", Rostov-on- Don, Oct. 1992, p.1011

  • M.G.Kuzmina, I.I.Surina. Some Properties of the Associative Memory of Phasor Networks. Proc. of Europ. Symp. on Intelligent Tech. And Soft Comp. (EUFIT'93), Aachen, Germany, 1993.

  • M.G.Kuzmina, I.I.Surina. Self-consistent Field Approach for Oscillatory Networks. In "Microcomputer'94" (Proc. of the 6-th School "Neural Networks - Theory and Applications", Sedmihorky, Czech Rep. 1994, pp.145-150.

  • M.G.Kuzmina, E.A.Manykin, I.I.Surina. Systems of Coupled Oscillators as Models of Associative Memory.In "Microcomputer'94" (Proc. of the 6-th School "Neural Networks - Theory and Applications", Sedmihorky, Czech Rep. 1994, pp.291-295.

  • M.G.Kuzmina, E.A.Manykin, I.I.Surina. Problem of Associative Memory in Systems of Coupled Oscillators. Proc. of EUFIT'94, Aachen, Germany, 1994, pp.

  • M.G.Kuzmina, E.A.Manykin, I.I.Surina. Generalized Mean Field Approach for Oscillatory Networks. Proc. of EUFIT'94, Aachen, Germany, 1994, pp.

  • M.G.Kuzmina, E.A.Manykin, I.I.Surina. Computer Study of Phase Locking in Oscillatory Networks. Proc. of EUFIT'94, Aachen, Germany, 1994, pp.

  • M.G.Kuzmina, I.I.Surina. Macrodynamical Aproach for Ocillatory Networks. Proc. of SPIE: Optical Neural Networks, v. 2430, 1994, pp.227-233.

  • M.G.Kuzmina. The Recalling Process Dynamics of Associative Memory Neural Networks in Macrodynamical Approach. Neural Networks, v.8, no.9, 1995, pp. 1433-1438.

  • M.G.Kuzmina, E.A.Manykin, I.I.Surina. Oscillatory Networks with Hebbian Matrix of Connections. Proc. of International Workshop on Artificial Neural Networks (IWANN'95), Malaga-Torremolinos, Spain, June 1995; Lecture Notes in Computer Science, v. 930, pp. 246-251,(1995) (pdf).

  • M.G.Kuzmina, E.A.Manykin, I.I.Surina. Associative Memory Oscillatory Networks with Hebbian and Pseudo-Inverse Matrices of Connections. Proc. of Third European Congress on Intelligent Techniques and Soft Computing. Aachen, Germany, August 28-31, 1995, (EUFIT'95), v.1, 1995, pp.392-395 (pdf).

  • M.G.Kuzmina, E.A.Manykin, I.I.Surina. Oscillatory Networks with Guaranteed Memory Characteristics. Proc. of EUFIT'96, v.1, pp.320-324 (1996) (pdf).

  • M.G.Kuzmina, E.A.Manykin, I.I.Surina. Oscillatory Networks of Associative Memory. In "Optical Memory and Neural Networks", v.5, n.2, 1996, pp.91-103.

  • M.G.Kuzmina, E.A.Manykin, I.I.Surina. Recurrent Associative Memory Network of Nonlinear Coupled Oscillators. Proc. of Intern. Conf. on Artificial Neural Networks (ICANN'97), Lausanne, Switzerland, 1997. Lecture Notes in Computer Science, Springer-Verlag, Berlin, v.1327, pp.433-238, (1997) (pdf).

  • M.G.Kuzmina, I.I.Surina. Phase Memory in Oscillatory Networks. Proc. of IWANN'97, Lancerote, Spain, 1995. Lecture Notes in Computer Science, Springer-Verlag, (1997) (pdf).

  • M.G.Kuzmina, E.A.Manykin, I.I.Surina. Exact Solutions and Modelling of Associative Memory in Oscillatory Networks. Proc. of SPIE, v. 3402, pp.298-307, (1997) (pdf).

  • M.G.Kuzmina, E.A.Manykin, I.I.Surina. Pattern Formation in Locally Connected Oscillatory Networks. Proc. of ICANN'98, Skovde, Sweden, 1998; v.2, pp.663-668 (1998) (pdf).

  • M.G.Kuzmina, E.A.Manykin, I.I.Surina. Pattern Formation in Active Oscillatory Media and Its Relation to Associative Memory Networks. \ Proc. ICONO'98, Moscow, Russia, 1998 (pdf).

    IV) Spatially distributed oscillatory networks and dissipative structures

  • M.G.Kuzmina, E.A.Manykin, I.I.Surina. Pattern Formation in Locally Connected Oscillatory Networks. Proc. of ICANN'98, Skovde, Sweden, 1998; v.2, pp.663-668 (1998) (pdf).

  • M.G.Kuzmina, E.A.Manykin, I.I.Surina. Pattern Formation in Active Oscillatory Media and Its Relation to Associative Memory Networks. Proc. ICONO'98, Moscow, Russia, 1998 ( pdf).

  • M.G.Kuzmina, I.I.Surina. Spatially Distributed Oscillatory Networks Related to Modelling of the Brain Visual Cortex. Proc. of Intern. Symposium on Nonlinear Theory and Applications (NOLTA'2000), Sept. 17-21, 2000, Dresden, Germany; v.1, pp. 336 - 338.( pdf )

    V) Modelling of the brain visual system

  • M.G.Kuzmina, I.I.Surina. Synchronization-Based Network Model for Contour Integration in Visual Processing. Proc. of the Tenth Irish Conf. on Artif. Intelligence and Cognitive Science (AICS'99), Cork, Ireland, Sept. 1999, pp. 37-43 (pdf).

  •  M.G.Kuzmina, E.A. Manykin, I.I.Surina. Oscillatory Network Model of the Brain Visual Cortex with Controlled Synchronization. Proc. of the Second Intern. Conf. on Oscillator and Chaos Control (COC'2000), Saint Peterburg, July 5-7; pp. 37-43 (2000) (pdf).

  • M.G.Kuzmina, I.I.Surina. Spatially Distributed Oscillatory Networks Related to Modelling of the Brain Visual Cortex. Proc. of Intern. Symposium on Nonlinear Theory and Applications (NOLTA'2000), Sept. 17-21, 2000, Dresden, Germany; v.1, pp. 336 - 338.( pdf )

  • M.G.Kuzmina, E.A.Manykin, I.I.Surina. Memory Estimation of Homogeneous Closed Chains of Oscillators. Proc. of Intern. Conf. "Neuroinformatics-2000" , Moscow, Russia, pp. 37-43 (in Russian).

  •  M.G.Kuzmina, E.A.Manykin, I.I.Surina. Oscillatory Network Model Imitating Synchronization-Based Function of the Brain Visual Cortex. Proc. of Intern. Conf. "Neuroinformatics -2001", Moscow, Russia; v.1, pp. 191-200 (in Russian).

  •  M.G.Kuzmina, E.A.Manykin, I.I.Surina. Tunable Oscillatory Network for Visual Image Segmentation. Proc. of Intern. Conf. on Artificial Neural Networks (ICANN'2001), August 21-25, 2001, Vienna, Austria; Lecture Notes in Computer Science, v.2130, pp. 1013-1019.(pdf).

    VI) Oscillatory dynamical method of image processing

  •  M.G.Kuzmina, E.A.Manykin, I.I.Surina. Oscillatory network with Self-organized dynamical connections for synchronization-based image segmentation. Proc. of IPCAT'2003, Sept. 2003, Lausanne, Switzerland. (pdf)

  •  M.G.Kuzmina, E.A.Manykin, I.I.Surina. Oscillatory network with Self-organized dynamical connections for synchronization-based image segmentation. BioSystems, v.76, pp.43-53, 2004 (pdf)

  •  M.Г.Kузьмина, Э.A.Mаныкин, И.И.Сурина. Осцилляторная сеть с самоорганизованными динамическими связями для сегментации изображений. Нейрокомпьютеры, № 4, с.34-55, 2004. (pdf )

  •  M.Г.Kузьмина, Э.A.Mаныкин, И.И.Сурина. Осцилляторная сеть с управляемой синхронизацией и динамический метод сегментации изображений. Труды 6-ой всероссийской научно-технической конференции "Нейроинформатика 2004", январь 2004, Москва; часть 1, с. 29-37, 2004. (pdf )

  •  M.G.Kuzmina, E.A.Manykin. Biologically motivated oscillatory network model for dynamical image segmentation. Proc. of BICS'2004 (Biologically Inspired Cognitive Systems), August 29 - Sept. 1, 2004, Stirling, Scotland, UK. (pdf )

  •  M.Г.Kузьмина, Э.A.Mаныкин. Осцилляторная сеть для сегментации изображений: новые разработки. Труды 7-ой всероссийской научно-технической конференции "Нейроинформатика 2005", январь 2005, Москва; часть 1, с. 262-268, 2005. (pdf )

  •  M.Г.Kузьмина, Э.A.Mаныкин. Задача зрительного поиска при осцилляторно-нейросетевой обработке изображений. Проблемы нейрокибернетики (материалы 14-ой Междунар. конф. по нейрокибернетике (ICNC 2005), т.2, с.116-119, 2005. (pdf )

  •  M.G.Kuzmina, E.A.Manykin. Oscillatory neural network for adaptive dynamical image processing". Proc. of CIMCA'2005 (Computation Intelligence in Modeling, Cooperation and Automation), Nov.27-Dec.1, 2005, Vienna, Austria. (pdf )

  •  E.S.Grichuk, M.G.Kuzmina, E.A.Manykin. Oscillatory network for synchronization-based adaptive image segmentation". Proc. of WCCI 2006 (IEEE World Congress on Computation Intelligence , July 16-21 2006, Vancouver, Canada); WCCI 2006 CD, IEEE Catalog Number: 06CH37726D, ISSN: 0-7803-9489-5. (pdf )

  •  M.G.Kuzmina, E.A.Manykin. Adaptive image processing via synchronization in self-organizing oscillatory network. In Proc. WSEAS European Comp. Conf. (Lecture Notes in Electrical Engineering, Vol. 27) (Eds. N Mastorakis, V Mladenov, V T Kontargyri) (Berlin: Springer). v.1, pp. 103-107, 2009. (pdf )

  •   Е.С.Гричук, М.Г.Кузьмина, Э.А.Маныкин, Выделение объектов в зрительной сцене щсциллятороно-сетевым методом, Нейроинформатика-2009, (11 Всероссийская научно-техническая конференция), Сборник научных трудов, ч.2, с. 167 – 172, Москва, 2009. (pdf )

  •   E.S.Grichuk, M.G.Kuzmina, E.A.Manykin, Object selection in visual scene via oscillatory network with controllable coupling and self- organized performance. Optical Memory and Neural Networks (Information Optics), v. 20, no. 2 pp. 113–119 (2011). Allerton Press, Inc., 2011. (pdf )

  •  M.Kuzmina, E.Manykin, E.S.Grichuk. Oscillatory Neural Networks in Problems of Parallel Information Processing, Walter DeGruyter, Berlin/Boston, 2014 (pdf )

    VII) Systems of stochasic oscillators for modelling of quantum-inspired computations

  •   Е.С.Гричук, М.Г.Кузьмина, Э.А.Маныкин, Нелинейные связанные осцилляторы и однонаправленные квантовые вычисления, Нейроинформатика-2010, (12 Всероссийская научно-техническая конференция), Сборник научных трудов, ч.2, с. 254 – 261, Москва, 2010. (pdf )

  •  E.Grichuk, M.Kuzmina, E.Manykin, Network of coupled stochastic oscillators and one-way quantum computations, WASET (World Academy of Science and Technology), Year 6, Issue 70, September 2010, ISSN; 1307- 6892, (Ed. Cemal Ardil), pp. 759-764; (Proceedings of International Conference on Computational Intelligence, Sept. 28 - 30, 2010,Amsterdam, The Netherlands), (pdf )

  •   Е.С.Гричук, М.Г.Кузьмина, Э.А.Маныкин, Фотонные квантовые вычисления и системы стохастических осцилляторов, Нейроинформатика-2012, (14 Всероссийская научно-техническая конференция), Сборник научных трудов, ч.3, с.188 – 197, Москва, 2012. (pdf )

  •  M.Kuzmina, E.Manykin, E.S.Grichuk. Oscillatory Neural Networks in Problems of Parallel Information Processing, Walter DeGruyter, Berlin/Boston, 2014 (pdf )

    VIII) Information routing in wireless sensor networks

  •  Е.С.Гричук, М.Г.Кузьмина, Э.А.Маныкин, Модель сети импульсных осцилляторов и перспективы ее использования в задачах маршрутизации информации в беспроводных сенсорныз сетях. Труды 18 Международной научно-технической конференции Нейроинформатика-2016, ч. 3, стр. 42 – 51, Москва, 2016. (pdf )

  •   M.G.Kuzmina, E.A.Manykin, E.S.Grichuk, A model of pulsed oscillator network and the perspectives of its application to the problems of information routing in wireless sensor networks, Optical Memory and Neural Networks, Springer, v. 26, no. 2, pp. 110-116, 2017. (pdf )

  •   WSN: Беспроводные сенсорные сети. (pdf )

    IX) Polarized radiation transfer processes in the Earth atmosphere remote sensing problems

  •  L.P. Bass, M.G.Kuzmina, O.V.Nikolaeva, Polarized radiative transfer in optically active scattering media, Light scattering Reviews, v. 12 (A.A.Kokhnovsky Editor), Springer, 2017. (pdf )

    X) Lectures (presentations)

  •   Вычислительные возможности нейронных сетей (2005)

  •   Нейроморфное моделирование и биоробототехника (2005)

  •   Математическая модель функционирования зрительной коры мозга. Динамический метод обработки изображений. (2005)

  •   Осцилляторные нейронные сети в задачах обработки изображений (2008)

  •   Network of coupled stochastic oscillators and one-way quantum computations (2010)

  •   Нелинейные связанные осцилляторы и однонаправленные квантовые вычисления (2010)

  •   Фотонные квантовые вычисления и системы стохастических осцилляторов (2012)

  •   WSN - Беспроводные сенсорные сети (2016)

  •   Модель сети импульсных осцилляторов и перспективы ее использования в задачах маршрутизации информации в беспроводных сенсорных сетях (2016)