The results from experimental investigation of the stochastic resonance effect in an optoelectronic artificial spiking neuron (ASN) based on a single photon detector and a laser with a vertical resonator are presented. The ASN is excited by a periodic signal and noise. It was shown that significant amplification of the periodic signal and increase in the signal-to-noise ratio are observed at a certain noise level. The effect of the amplitude and frequency of the periodic signal on the appearance of stochastic resonance in the ASN was studied.
Similar content being viewed by others
References
R. Benzi, A. Sutera, and A. Vulpiani, J. Phys. A Math. Theor., 14, L453–L457 (1999).
L. Gammaitoni, P. Hanggi, P. Jung, and F. Marchesoni, Rev. Mod. Phys., 70, 223–287 (1999).
T. Wellens, V. Shatokhin, and A. Buchleitner, Rep. Prog. Phys., 67, 45–105 (2004).
F. Moss, L. Ward, and W. Sannita, Clin. Neurophysiol., 115, 267–281 (2004).
V. N. Chizhevsky, V. A. Kulchitsky, and S. Y. Kilin, Appl. Phys. Lett., 119, 041107 (2021).
W. Gerstner, W. M. Kistler, R. Naud, and L. Paninski, Neuronal Dynamics: From Single Neurons to Networks and Models of Cognition, Cambridge University Press (2014).
M. H. Choi, R. F. Fox, and P. Jung, Phys. Rev. E, 57, 6335 (1998).
J. Zhu, T. Zhang, Y. Yang, and R. Huang, Appl. Phys. Rev., 7, 011312 (2020).
L. E. Srouji, Y.-J. Lee, M. B. On, L. Zhang, and S. J. B. Yoo, IEEE J. Sel. Top. Quantum Electron., 29, 600113 (2023).
Author information
Authors and Affiliations
Corresponding author
Additional information
Translated from Zhurnal Prikladnoi Spektroskopii, Vol. 90, No. 5, pp. 780–784, September–October, 2023
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Lakhmitskii, N.V., Chizhevskii, V.N. & Kilin, S.Y. Stochastic Resonance in Optoelectronic Artificial Spiking Neuron. J Appl Spectrosc 90, 1069–1073 (2023). https://doi.org/10.1007/s10812-023-01634-3
Received:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10812-023-01634-3