Publications

III) Oscillator and phasor networks of associative memory.

  • 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 Oscillatory 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, pp.91-103, (1996).

  • 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).