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Ghost vibrational resonance in an artificial spiking neuron based on a vertical cavity laser and single-photon avalanche photodiode

https://doi.org/10.29235/1561-8323-2026-70-3-208-214

Abstract

The results of an experimental study of ghost vibrational resonance in an optoelectronic spiking neuron based on a vertical-cavity surface-emitting laser and a single-photon avalanche photodiode are presented. It is shown that passing a signal representing the sum of harmonics of a fundamental frequency absent from the signal through the optoelectronic spiking neuron, with the addition of a high-frequency signal of appropriate amplitude, leads to the appearance of ghost frequencies in the spiking neuron’s response. These results can be used in artificial spiking neural networks for processing complex signals.

About the Authors

M. V. Lakhmitski
B. I. Stepanov Institute of Physics of the National Academy of Sciences of Belarus
Belarus

Lakhmitski Mikita V. – Researcher

68, Nezavisimosti Ave., 220072, Minsk



V. N. Chizhevsky
B. I. Stepanov Institute of Physics of the National Academy of Sciences of Belarus
Belarus

Chizhevsky Vyacheslav N. – Ph. D. (Physics and Mathema tics), Leading Researcher

68, Nezavisimosti Ave., 220072, Minsk



S. Ya. Kilin
B. I. Stepanov Institute of Physics of the National Academy of Sciences of Belarus
Belarus

Kilin Sergei Ya. – Academician, D. Sc. (Physics and Mathematics), Head of the Center

68, Nezavisimosti Ave., 220072, Minsk



References

1. Landa, P. S. Vibrational resonance / P. S. Landa, P. V. E. McClintock // Journal of Physics A: Mathematical and General. – 2000. – Vol. 33, N 45. – P. L433–L438. https://doi.org/10.1088/0305-4470/33/45/103

2. Vibrational resonance in a noise-induced structure / A. A. Zaikin, L. López, J. P. Baltanás [et al.] // Physical Review E. – 2002. – Vol. 66, N 1. – Art. 011106. https://doi.org/10.1103/PhysRevE.66.011106

3. Chizhevsky, V. N. Experimental evidence of “vibrational resonance” in an optical system / V. N. Chizhevsky, E. Smeu, G. Giacomelli // Physical Review Letters. – 2003. – Vol. 91, N 22. – Art. 220602. https://doi.org/10.1103/PhysRevLett.91.220602

4. Yang, J. Vibrational resonance: A review / J. Yang, S. Rajasekar, M. A. F. Sanjuán // Physics Reports. – 2024. – Vol. 1067. – P. 1–62. https://doi.org/10.1016/j.physrep.2024.03.001

5. Perc, M. Amplification of information transfer in excitable systems that reside in a steady state near a bifurcation point to complex oscillatory behavior / M. Perc, M. Marhl // Physical Review E. – 2005. – Vol. 71, N 2. – Art. 026229. https://doi.org/10.1103/PhysRevE.71.026229

6. Vibrational resonance in a randomly connected neural network / Y. Qin, C. Han, Y. Che, J. Zhao // Cognitive Neurodynamics. – 2018. – Vol. 12. – P. 509–518. https://doi.org/10.1007/s11571-018-9492-2

7. Baysal, V. Effects of electromagnetic induction on vibrational resonance in single neurons and neuronal networks / V. Baysal, E. Yilmaz // Physica A: Statistical Mechanics and its Applications. – 2020. – Vol. 537. – Art. 122733. https://doi.org/10.1016/j.physa.2019.122733

8. Effects of electric field on multiple vibrational resonances in Hindmarsh–Rose neuronal systems / G. Wang, D. Yu, Q. Ding [et al.] // Chaos, Solitons & Fractals. – 2021. – Vol. 150. – Art. 111210. https://doi.org/10.1016/j.chaos.2021.111210

9. Bordet, M. Experimental and numerical study of noise effects in a FitzHugh–Nagumo system driven by a biharmonic signal / M. Bordet, S. Morfu // Chaos, Solitons & Fractals. – 2013. – Vol. 54. – P. 82–89. https://doi.org/10.1016/j.chaos.2013.05.020

10. Morfu, S. On the propagation of a low frequency excitation in a perturbed FitzHugh–Nagumo system: Simulation and experiments / S. Morfu, M. Bordet // Chaos, Solitons & Fractals. – 2017. – Vol. 103. – P. 205–212. https://doi.org/10.1016/j.chaos.2017.06.006

11. Rajamani, S. Ghost-vibrational resonance / S. Rajamani, S. Rajasekar, M. A. F. Sanjuán // Communications in Nonlinear Science and Numerical Simulation. – 2014. – Vol. 19, N 11. – P. 4003–4012. https://doi.org/10.1016/j.cnsns.2014.04.006

12. Abirami, K. Vibrational and ghost-vibrational resonances in a modified chua’s circuit model equation / K. Abirami, S. Rajasekar, M. A. F. Sanjuan // International Journal of Bifurcation and Chaos. – 2014. – Vol. 24, N 11. – Art. 1430031. https://doi.org/10.1142/S0218127414300316

13. Studies on ghost-vibrational resonance in a periodically driven anharmonic oscillator / R. Samikkannu, M. Ramasamy, S. Kumarasamy, K. Rajagopal // European Physical Journal B. – 2023. – Vol. 96. – Art. 56. https://doi.org/10.1140/epjb/s10051023-00527-w

14. Chizhevsky, V. N. Artificial spiking neuron based on a single-photon avalanche diode and a microcavity laser / V. N. Chizhevsky, V. A. Kulchitsky, S. Ya. Kilin // Applied Physics Letters. – 2021. – Vol. 119, N 4. – Art. 041107. https://doi.org/10.1063/5.0055392

15. Lakhmitski, M. V. Stochastic resonance in the optoelectronic artificial spiking neuron based on a VCSEL and a SPAD / M. V. Lakhmitski, V. N. Chizhevsky, S. Kilin // Nonlinear Phenomena in Complex Systems. – 2024. – Vol. 27, N 4. – P. 311– 316. https://doi.org/10.5281/zenodo.14508534


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ISSN 1561-8323 (Print)
ISSN 2524-2431 (Online)