Welcome to Serge A. Terekhov Home Page!

• 1980 - A.N. Kolmogorov's mathematics and physics school #18 at the Moscow State University
• 1986 - graduate form Moscow Engineering Physics Institute, faculty "T", specialty "theoretical nuclear physics"
• 1986 - 2000 - work in Russian Federal Nuclear Center - VNIITF, Snezhinsk, Chelyabinsk Area
• 1990 - first investigations in neural networks theory and applications (mostly Hopfield nets)
• 1992 - PhD in Theoretical Physics from VNIITF
• 1996 - Head of Artificial Neural Networks Laboratory, VNIITF
• 2001 - Laboratory relocated to Snezhinsk Technical Physics Institute (Technical University)
• 2003 - The department of intelligent technologies of Neurok Techsoft, LLC has been established

Author of more than 50 publications (mostly in Russian, see some papers in English below). Since 1998 I've joined NeurOK TechSoft, LLC. Now I'm the chief scientific officer of NeurOK Techsoft, LLC (Troitsk, Moscow Area).

My primary research interests are in applications of neural networks, genetic algorithms and other soft computing and optimization technologies in various aspects of data mining and data-driven inference. I'm also tracking the progress in associated software technologies, especially suited for industrial applications.

• International Science Foundation (Soros Fund) Grant RBE000, 1994, Principal Investigator
• Sandia - VNIITF Contract AI9499, 1995, Project Coordinator
• International Science and Technology Center (ISTC) Project #031, 1994-1997, Project Coordinator

• 1993-1999 Neural Networks Theory and Apllications. 4'th grade course at Snezhinsk Institute of Technical Physics. Course text is available (in Russian).
• 2000 Systems simulation. 4'th grade course at Snezhinsk Institute of Technical Physics.

• Neural Approach to Gas Blower Simulation. Serge A. Terekhoff, Nely N. Fedorova, Alyona V. Diyankova, Svetlana A. Diyankova, Andrei V. Kvichansky. 5th WSES/IEEE WORLD MULTICONFERENCE ON Circuits, Systems, Communications & Computers (CSCC 2001), Rethymnon, CRETE (GREECE) JULY 8-15, 2001. [ps zip, 199K]
• Cascade neural networks in variational methods for boundary value problems. Serge A. Terekhoff, Nellie N. Fedorova. IJCNN, Paper # 422, 1999. [pdf, 63K]
• Parallel MPI implementation of training algorithms for medium-size feed-forward neural networks. Nellie N. Fedorova, Serge A. Terekhoff. IJCNN, Paper # 423, 1999. [pdf, 22K]
• Evolving Neural Networks with Genetic Algorithms. S.A.Terekhoff, E.V.Volenko, A.V.Kvichansky, N.V.Shchukin. Accepted to 3rd International Conference on Artificial Neural Networks and Genetic Algorithms, Norwich, UK, April 2-4, 1997.
• Direct, Inverse and Combined Problems in Complex Engineered System Modeling by Artificial Neural Networks. Proc. SPIE AeroSense Conference, Orlando, Florida, 21-24 April 1997. Vol.3077, Paper 71.
• Fractal Properties Of Learning Trajectories In Phase Space Of Multilayered Neural Network. Poster presentation to 3rd International Working Conference on Fractals in the Natural and Applied Sciences. (FRACTAL'95), Marseille, France, February 7-10, 1995. (unpublished).
• Experimental Data Analysis by Neural Nonparametric Methods. Proc. 2nd IEEE/RNNS Symposium on Neuroinformatics and Neurocomputers. Rostov-on-Don, 20-23 September 1995. P.337-345. IEEE Catalog Number: 95TH8045.
• Static Neuroscheduler for Hypercube Multiprocessor Computer. S.A.Terekhoff, P.V.Oleynikov. Preprint VNIITF 80, Snezhinsk, 1994
• Artificial Neural Networks In Problems On Control And Safety Of Highly Dangerous Technologies. S.A. Terekhoff, L.I.Shibarshov, V.A.Lykov, V.N.Shchukin, V.D.Ptashny, S.I.Samarin. Review of papers, presented to Joint Russian-US Seminars on Surety Technology, Snezhinsk-Albuquerque, 1993. (unpublished).
• On Computer Vision In The Heterogeneous Media. Preprint VNIITF 28, Snezhinsk, 1993
• Hamming Metrics Clustering For Image Compression With Incomplete Reconstruction. O.V.Diyankov, S.A.Terekhoff. Preprint VNIITF 29, Snezhinsk, 1993
• Pattern Matching Quality Diagram for Different Metrics. O.V.Diyankov, S.A.Terekhoff. Proceedings of III-d Zababakhin's Scientific Readings. Dalnaya Dacha, January 14-17, 1992. P.94
• Estimation of Capacity of Neural Nets of Hopfield Type, Used For Solving Of Recognition Problem. O.V.Diyankov, S.A.Terekhoff. Proceedings of III-d Zababakhin's Scientific Readings. Dalnaya Dacha, January 14-17, 1992. P.93
• Randomized Learning in Yl - Neural Nets. Proceedings of RNNS/IEEE Symposium on Neuroinformatics and Neurocomputing. Rostov-on-Don, Russia, October 7-10, 1992. Vol 1, P 457-466. IEEE Catalog Number: 92THO483-8
• Artificial Neural Networks In Weather Forecasting. O.V.Diyankov, V.A.Lykov, S.A.Terekhoff. Proceedings of RNNS/IEEE Symposium on Neuroinformatics and Neurocomputing. Rostov-on-Don, Russia, October 7-10, 1992. Vol 2, P 829-835. IEEE Catalog Number: 92THO483-8
• Comparison of Metric Algorithms and Neural Networks On Pattern Recognition Efficiency. O.V.Diyankov, S.I.Samarin, S.A.Terekhoff. Pattern Recognition And Image Analysis. Vol 2, N 2, 1992. P 139-146
• An Associative Inference Neural Computer With a Randomized Learning Scheme. Pattern Recognition And Image Analysis. Vol 2, N 4, 1992. P 445-449

Contact:   alife@narod.ru