Simulation of the results of psychophysical experiments by neural networks

V.M. Bondarko; D.V. Bondarko; S.D. Solnushkin; V.N. Chikhman

Simulation of the results of psychophysical experiments by neural networks

V.M. Bondarko¹, D.V. Bondarko², S.D. Solnushkin³, V.N. Chikhman⁴

research article UDC 621.317+612.8 Pages: 31-33

¹ leading research Scientist, Pavlov Institute of Physiology, Russian Academy of Sciences (St.-Petersburg)
² Ingineer, Pavlov Institute of Physiology, Russian Academy of Sciences (St.-Petersburg)
³ Senior Research Scientist, Pavlov Institute of Physiology, Russian Academy of Sciences (St.-Petersburg)
⁴ Ph.D. (Eng.), Senior Researcher, Pavlov Institute of Physiology, Russian Academy of Sciences (St.-Petersburg)

Keywords: Oppel–Kundt illusion model of modules

Abstract

The results of modeling of psychophysical studies of the visual system on the perception of the Oppel-Kundt illusion are presented. The dependence on the number of lines obtained in experiments is invariant to the size of the spatial interval and is approximated by a model of modules based on the functioning of receptive fields of neurons in the primary visual cortex (V1).

How to cite

Бондарко В.М., Бондарко Д.В., Солнушкин С.Д., Чихман В.Н. Моделирование результатов психофизических экспериментов нейронными сетями // Нейрокомпьютеры: разработка, применение. 2018. № 5. С. 31–33.

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[1] Bulatov A.N., Bertulis A.V., Mickene L.I. Kolichestvennoe issledovanie geometricheskih illyuzij // Sensornye sistemy. 1995. T. 9. № 2–3. S. 79.

[2] Bulatov A., Bertulis A., Mickiene L. Geometrical illusions: Study and Modelling // Biological Cybernetics. 1997. V. 77. P. 395–406. doi.org/10.1007/s004220050399.

[3] Glezer V.D. Zrenie i myshlenie. L.: Nauka. 1985. 300 s.

[4] Kulikowski J.J., Marcelja S., Bishop P.O. Theory of spatial position and spatial frequency relations in the receptive fields of simple cells in the visual cortex // Biological Cybernetics. 1982. V. 43(3). P. 187–198. doi.org/10.1007/BF00319978.