Analysis of single-point stochastic neuronal models.
Main methodology is provided by mathematical modelling based on the theory of stochastic processes and differential equations, including extensive numerical simulations. Advanced statistical analysis of simulated as well as real experimental data is performed in order to estimate biophysically relevant parameters of the studied models.
Information processing in sensory neurons and neuronal models.
Methods of information theory and statistical estimation theory are applied to analyse the neuronal coding efficiency, based on both simulated and experimental data. Of particular interest is the notion of efficient coding hypothesis for insect olfactory sensory neurons, and biophysical modelling of ligand-receptor interaction in pheromone reception.
Publikace
Košťál, Lubomír - Shinomoto, S.
Efficient information transfer by Poisson neurons
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Mathematical Biosciences and Engineering. 2016, roč. 13, 3, p. 509-520
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IF = 1.006
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Košťál, Lubomír - Lánský, Petr
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Coding accuracy on the psychophysical scale
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Scientific Reports. 2016, roč. 6, Mar 29, p. 23810
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IF = 5.228
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doi
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Košťál, Lubomír
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Stimulus reference frame and neural coding precision
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Journal of Mathematical Psychology. 2016, roč. 71, Apr 2016, p. 22-27
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IF = 1.818
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doi
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Kortus, Štěpán - Srinivasan, Ch. - Forostyak, O. - Zápotocký, Martin - Ueta, Y. - Syková, E. - Chvátal, A. - Verkhratsky, A. - Dayanithi, G.
Sodium-calcium exchanger and R-type Ca2+ channels mediate spontaneous [Ca2+](i) oscillations in magnocellular neurones of the rat supraoptic nucleus
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Cell Calcium. 2016, roč. 59, 6, p. 289-298
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IF = 2.909
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doi
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Kortus, Štěpán - Srinivasan, Ch. - Forostyak, O. - Ueta, Y. - Syková, E. - Chvátal, A. - Zápotocký, Martin - Verkhratsky, A. - Dayanithi, G.
Physiology of spontaneous [Ca2+](i) oscillations in the isolated vasopressin and oxytocin neurones of the rat supraoptic nucleus
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Cell Calcium. 2016, roč. 59, 6, p. 280-288
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IF = 2.909
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doi
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Forostyak, O. - Forostyak, S. - Kortus, Štěpán - Syková, E. - Verkhratsky, A. - Dayanithi, G.
Physiology of Ca2+ signalling in stem cells of different origins and differentiation stages
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Cell Calcium. 2016, roč. 59, 2-3, p. 57-66
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IF = 2.909
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doi
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Chakraborty, Soma - Bartussek, Jan - Fry, S.N. - Zápotocký, Martin
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Independently Controlled Wing Stroke Patterns in the Fruit Fly Drosophila melanogaster
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PLoS ONE. 2015, Vol. 10, 2, e0116813
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IF = 3.057
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doi
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Košťál, Lubomír - Lánský, Petr
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Coding Accuracy Is Not Fully Determined by the Neuronal Model
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Neural Computation. 2015, Vol. 27, 5, p. 1051-1057
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IF = 1.626
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doi
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Tamborrino, M. - Ditlevsen, S. - Lánský, Petr
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Parameter inference from hitting times for perturbed Brownian motion
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Lifetime Data Analysis. 2015, Vol. 21, 3, p. 331-352
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IF = 0.8100000000000001
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doi
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Košťál, Lubomír - Lánský, Petr - Pilarski, Stevan
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Performance breakdown in optimal stimulus decoding
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Journal of Neural Engineering. 2015, Vol. 12, 3, 036012
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IF = 3.493
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doi
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