Publications

II) Theory and modelling of artificial neural networks.

  • 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. 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. Generalized mean field approach for oscillatory networks. Proc. of EUFIT'94, Aachen, Germany, 1994.

  • 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.