| Neural network control systems VA Terekhov, DV Efimov, IY Tyukin M.: IPRZhR, 2002 | 566* | 2002 |
| Adaptation in Nonlinear Dynamical Systems (Adaptatsiya v nelineinykh dinamicheskikh sistemakh) IY Tyukin, VA Terekhov M.: Izd-vo LKI, 2008 | 277* | 2008 |
| Semi-passivity and synchronization of diffusively coupled neuronal oscillators E Steur, I Tyukin, H Nijmeijer Physica D: Nonlinear Phenomena 238 (21), 2119-2128, 2009 | 120 | 2009 |
| Adaptive Control in Technical Sytems (Adaptivnoe Upravlenie v Tekhnicheskikh Systemakh) VN Antonov, VA Terekhov, IY Tyukin СПб.: Издательство С.-Петербургского университета, 2001 | 101* | 2001 |
| Adaptation and Parameter Estimation in Systems with Unstable Target Dynamics and Nonlinear Parametrization I Tyukin, D Prokhorov, C Van Leeuwen IEEE Transactions on Automatic Control 52 (9), 1543-1559, 2007 | 87 | 2007 |
| Approximation with random bases: Pro et contra AN Gorban, IY Tyukin, DV Prokhorov, KI Sofeikov Information Sciences 364, 129-145, 2016 | 80 | 2016 |
| Adaptive observers and parameter estimation for a class of systems nonlinear in the parameters IY Tyukin, E Steur, H Nijmeijer, C Van Leeuwen Automatica 49 (8), 2409-2423, 2013 | 77 | 2013 |
| Adaptive behavior with fixed weights in RNN: an overview DV Prokhorov, LA Feldkarnp, IY Tyukin Neural Networks, 2002. IJCNN'02. Proceedings of the 2002 International Joint …, 2002 | 62 | 2002 |
| Blessing of dimensionality: mathematical foundations of the statistical physics of data AN Gorban, IY Tyukin Philosophical Transactions of the Royal Society A: Mathematical, Physical …, 2018 | 49 | 2018 |
| Adaptive control with nonconvex parameterization IY Tyukin, DV Prokhorov, VA Terekhov IEEE transactions on automatic control 48 (4), 554-567, 2003 | 48 | 2003 |
| Sufficient conditions for synchronization in an ensemble of Hindmarsh and Rose neurons: Passivity-based approach WT Oud, I Tyukin, H Nijmeijer Proceedings NOLCOS 2004, 2004 | 41* | 2004 |
| Adaptation in dynamical systems I Tyukin Cambridge University Press, 2011 | 40 | 2011 |
| Nejrosetevye sistemy upravlenija VA Terechov, DV Efimov, IJ Tjukin Izdat. Predprijatie Red. Žurnala Radiotechnika, 2002 | 37 | 2002 |
| Feasibility of random basis function approximators for modeling and control IY Tyukin, DV Prokhorov 2009 IEEE Control Applications,(CCA) & Intelligent Control,(ISIC), 1391-1396, 2009 | 36 | 2009 |
| Stochastic Separation Theorems AN Gorban, IY Tyukin Neural Networks 94, 255-259, 2017 | 35 | 2017 |
| Invariant template matching in systems with spatiotemporal coding: A matter of instability I Tyukin, T Tyukina, C Van Leeuwen Neural Networks 22 (4), 425-449, 2009 | 32 | 2009 |
| Correction of AI systems by linear discriminants: Probabilistic foundations AN Gorban, A Golubkov, B Grechuk, EM Mirkes, IY Tyukin Information Sciences 466, 303-322, 2018 | 31 | 2018 |
| Nonuniform small-gain theorems for systems with unstable invariant sets I Tyukin, E Steur, H Nijmeijer, C Van Leeuwen SIAM Journal on Control and Optimization 47 (2), 849-882, 2008 | 31 | 2008 |
| High-dimensional brain: A tool for encoding and rapid learning of memories by single neurons I Tyukin, AN Gorban, C Calvo, J Makarova, VA Makarov Bulletin of Mathematical Biology 81 (11), 4856-4888, 2019 | 25 | 2019 |
| The unreasonable effectiveness of small neural ensembles in high-dimensional brain AN Gorban, VA Makarov, IY Tyukin Physics of life reviews 31, 86-103, 2019 | 22 | 2019 |
Cees van LeeuwenProfessor of Psychology, University of LeuvenVerified email at kuleuven.be
