Abstract
A physical model of synaptically coupled neuron-like generators interacting via a memristive device has been presented. The model simulates the synaptic transmission of pulsed signals between brain neurons. The action on the receiving generator has been performed via a memristive device that demonstrates adaptive behavior. It has been established that the proposed coupling channel provides the forced synchronization with the parameters depending on the memristive device sensitivity. Synchronization modes 1: 1 and 2: 1 have been experimentally observed.
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References
A. Adamatzky and L. Chua, Memristor Networks (Springer, 2013).
D. Kuzum et al., Nanotechnology 24, 382001 (2013).
A. Thomas et al., J. Phys. D 46, 093001 (2013).
Y. Matveyev et al., J. Appl. Phys. 117, 044901 (2015).
A. Mehonic and A. J. Kenyon, Front. Neurosci. 10, 57 (2016).
M. D. Pickett, G. Medeiros-Ribeiro, and R. S. Williams, Nat. Mater. 12, 114 (2012).
S. A. Gerasimova, G. V. Gelikonov, A. N. Pisarchik, and V. B. Kazantsev, J. Commun. Technol. Electron. 60, 900 (2015).
A. S. Dmitriev and A. I. Ryzhov, J. Commun. Technol. Electron. 55, 429 (2010).
S. Binczak et al., Neural Networks 19, 684 (2006).
D. S. Shchapin, J. Commun. Technol. Electron. 54, 175 (2009).
M. Frasca et al., Phys. Status Solidi C 12, 206 (2015).
O. N. Gorshkov, I. N. Antonov, A. I. Belov, A. P. Kasatkin, and A. N. Mikhaylov, Tech. Phys. Lett. 40, 101 (2014).
A. N. Mikhaylov et al., Mater. Sci. Eng. B 194, 48 (2015).
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Original Russian Text © S.A. Gerasimova, A.N. Mikhaylov, A.I. Belov, D.S. Korolev, O.N. Gorshkov, V.B. Kazantsev, 2017, published in Zhurnal Tekhnicheskoi Fiziki, 2017, Vol. 87, No. 8, pp. 1248–1254.
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Gerasimova, S.A., Mikhaylov, A.N., Belov, A.I. et al. Simulation of synaptic coupling of neuron-like generators via a memristive device. Tech. Phys. 62, 1259–1265 (2017). https://doi.org/10.1134/S1063784217080102
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DOI: https://doi.org/10.1134/S1063784217080102