I am a scientist working in the field of mathematical/computational neuroscience and dynamical systems/chaos/ergodic theory. Currently I am a postdoc at Centre de Recerca Matematica in Barcelona, Spain. My full CV is available here
Place of birth: Saint Petersburg, Russia
e-mail: ($at$) <standard gmail post>
Research interests- Computational/mathematical neuroscience – neural networks dynamics, point process GLMs, error based (supervised) and
non-error based(reinforcement) learning, motor adaptation, basal ganglia models, cerebellum models
- Dynamical systems – random perturbations, shadowing properties, structural and stochastic stability, coupled
map lattices, ergodic theory, numerical methods, theormodynamical formalism, fractals
- Probability Theory – Hawkes (self-exciting point) processes, Markov chains, martingale-coboundary approximation
- Mathematical physics – statistical physics, nonequilibrium thermodynamics, linear response, stochastic field theory
PapersDmitrii Todorov, Wilson Truccolo, Stability of stochastic finite-size spiking-neuron networks: Comparing, submitted to IEEE EMBC 2019 Proceed-mean-field, 1-loop correction and quasi-renewal approximations ings Joaquin Rapela, Dmitrii Todorov, Hidden Markov models applied to LFPs from layer two and three of, submitted to IEEE EMBC 2019 Proceedingshuman cortex reveal highly stereotypical discrete states in epileptic seizures separated by more than an hour Joaquin Rapela, Timothe Proix, Dmitrii Todorov, Wilson Truccolo, Uncovering low-dimensional structure, submitted to IEEEin high-dimensional representations of long-term recordings in people with epilepsy EMBC 2019 Proceedings D. Todorov, R. Capps, W. Barnett, E. M. Latash, T. Kim, K. C. Hamade, S. N. Markin, I. A. Rybak,Y. Molkov, T he interplay between cerebellum and basal ganglia in motor adaptation: a modeling study,PLoS ONE 14 no 4 (2019) I Molkov, The functional role of striatal cholinergic neurons in reinforcement learning, Frontiers in NeuralCircuits 13 (2019): 10. D. Todorov, Wilson Truccolo, Predicting runway excitation in nonlinear Hawkes processes, 27th AnnualComputational Neuroscience Meeting (CNS*2018): Part Two, BMC Neuroscience 2018, 19(Suppl 2):65 D. Todorov, R. Capps, W. Barnett, Y. Molkov, The interplay between basal ganglia and cerebellum in motor adaptation, 26th Annual Computational Neuroscience Meeting (CNS 2017): Part 3, BMC Neuroscience 2017, 18(Suppl 1):60, p1062017, T. Kim*, K. C. Hamade*,
D. Todorov*, W. H. Barnett, R. A. Capps, S. N. Markin, I. A. Rybak, Y. I. Molkov (authors with * have equal contributions), Reward based motor adaptation mediated by basal ganglia, Frontiers in Computational Neuroscience 11 (2017): 19.2016, D. Todorov. Random Chaotic Averaging, submitted to Dynamical Systems: An International Journal2015, D. Todorov. Hölder properties of Weierstrass-like solutions of θ-twisted cohomological equationspreprint: http://arxiv.org/abs/1507.08938 2014, D. Todorov, Stochastic Shadowing and Stochastic Stabilitypreprint: http://arxiv.org/abs/1411.7604 2013, D. Todorov,
Generalizations of analogs of theorems of Maizel and Pliss and their application in Shadowing Theory, DCDS-A, vol. 33, issue 9, pp. 4187 - 4205preprint: http://arxiv.org/abs/1202.4338
Lipschitz inverse shadowing for nonsingular flows, Dynamical Systems: An International Journal, 2014, volume 29, Issue 1, pp 40-55
preprint: http://arxiv.org/abs/1302.7035
2011, S. Yu. Pilyugin, G. I. Vol’fson, D. I. Todorov,
Dynamical Systems with Lipschitz Inverse Shadowing Properties, Vestnik St. Petersburg University; Mathematics, 2011, Seriya 1, Volume 3, pp 208-213N.V. Ivanisenko, E.L. Mishenko, I.R. Akberdin, P.S. Demenkov, V.A. Likhoshvai, K.N. Kozlov, D.I. Todorov, M.G. Samsonova, A.M. Samsonov, D. Clausznitzer, L. Kaderali, N.A. Kolchanov, V.A. Ivanisenko, A New Stochastic Model for Subgenomic Hepatitis C Virus Replication Considers Drug Resistant Mutants, PLOS ONE, 2014, Volume 9, Issue 3 N.V. Ivanisenko, E.L. Mishenko, I.R. Akberdin, P.S. Demenkov, V.A. Likhoshvai, K.N. Kozlov, D.I. Todorov, M.G. Samsonova, A.M. Samsonov, N.A. Kolchanov, and V.A. Ivanisenko, Biophysics, 2013, Volume 58, Issue 5, pp 758-774
D. Todorov, Non-normability of Spaces of Keplerian Orbits, preprint: http://arxiv.org/abs/1210.6203 My full CV is available hereMy research statement (some version of it) is available here My teaching statement is available here |