- PII
- S0033849425020088-1
- DOI
- 10.31857/S0033849425020088
- Publication type
- Article
- Status
- Published
- Authors
- Volume/ Edition
- Volume 70 / Issue number 2
- Pages
- 176-184
- Abstract
- The results of an experimental study of new technological solutions for the creation of basic elements in compact bio-inspired spiking neurons are presented: we are talking about nanoscale Josephson contacts with a gold wire in the field of weak communication. The design of the neuron as a whole has been found, for which the low capacitance of nanoscale contacts, which was previously one of the main limitations in practical implementation, is no longer a problem. The operability of the proposed circuit solution is confirmed by numerical modeling. On this basis, the topologies of the bio-inspired neuron were developed. The results obtained open new possibilities for the creation of high-performance and energy-efficient neural networks, which can have a significant impact on the development of artificial intelligence and quantum technologies.
- Keywords
- эффект Джозефсона нанонити элементы нейросетей
- Date of publication
- 16.09.2025
- Year of publication
- 2025
- Number of purchasers
- 0
- Views
- 20
References
- 1. Ponulak F., Kasinski A. // Acta Neurobiologiae Experimentalis. 2011. V. 71. № 4. P. 409. http://doi.org/10.55782/ane-2011-1862
- 2. Berggren K., Xia Q. Likharev K.K. et al. // Nanotechnology. 2021. V. 32. № 1. P. 012002. http://doi.org/10.1088/1361-6528/aba70f
- 3. Giazotto F., Peltonen J., Meschke M., Pekola J. // Nature Physics. 2010. V. 6. P. 254. http://doi.org/10.1038/nphys1721
- 4. Vasenko A.S., Kawabata S., Golubov A.A. et al. // Phys. Rev. B. 2011. V. 84. № 2. P. 024524. http://link.aps.org/doi/10.1103/PhysRevB.84.024524
- 5. Tolpygo S., Bolkhovsky V., Rastogi R. et al. // IEEE Trans. 2019. V. AP-29. № 5. Pt. 1. Article No.110251.https://doi.org/10.1109/TASC.2019.2904919
- 6. Soloviev I.I., Bakurskiy S.V., Ruzhickiy V.I. et al. // Phys. Rev. Appl. 2021. V. 16. № 4. P. 044060. http://dx.doi.org/10.1103/PhysRevApplied.16.044060
- 7. Ruf L., Elalaily T., Puglia C. et al. // APL Materials. 2023. V. 11. № 9. P. 091113. https://doi.org/10.1063/5.0172714
- 8. Skryabina O.V., Bakurskiy S.V., Shishkin A.G. et al. // Sci. Rep. 2021. V. 11. P. 15274. https://doi.org/10.1038/s41598-021-94720-5
- 9. Cuevas J., Bergeret F. // Phys. Rev. Lett. 2007. V. 99. № 21. P. 217002. https://doi.org/10.1103/PhysRevLett.99.217002
- 10. Rodrigo J.G., Suderow H., Vieira S. // Phys. Stat. Sol. (b). 2003. V. 237. № 1. P. 386. https://doi.org/10.1002/pssb.200301798
- 11. Skryabina O.V., Schegolev A.E., Klenov N.V. et al. // Nanomaterials. 2022. V. 12. P. 1671. https://doi.org/10.3390/nano12101671
- 12. Schegolev A.E., Klenov N.V., Gubochkin G.I et al. // Nanomaterials. 2023. V. 13. № 10. P. 2101. https://doi.org/10.3390/nano13142101
- 13. Crotty P., Schult D., Segall K. // Phys. Rev. E. 2010. V. 82. № 1. Article No. 011914. https://doi.org/10.1103/PhysRevE.82.011914
- 14. Toomey E., Segall K., Castellani M. et al. // Nano Lett. 2020. V. 20. № 11. P. 8059. https://doi.org/10.48550/arXiv.2007.15101
- 15. Crotty P., Segall K., Schult D. // IEEE Trans. 2023. V. AP-33. № 4. Article No. 1800806. https://doi.org/10.1109/TASC.2023.3242901
- 16. Delport J., Jackman K., Roux P., Fourie C. // IEEE Trans. 2019. V. AP-29. № 5. Pt. 1. Article No. 1300905. https://doi.org/10.1109/TASC.2019.2897312
- 17. Khapaev M.M., Kidiyarova-Shevchenko A.Yu., Magnelind P., Kupriyanov M.Yu. // IEEE Trans. 2001. V. AP-11. № 1. P. 1090. http://doi.org/10.1109/77.919537
- 18. Karamuftuoglu M.A., Bozbey A., Razmkhah S. // IEEE Trans. 2023. V. AP-33. № 8. Article No. 1400607. https://doi.org/10.1109/TASC.2023.3270766
- 19. Zhu G., Kan Y., Zhang R. et al. // Supercond. Sci. Technol. 2024. V. 37. № 9. Article No. 095022. http://doi.org/10.1088/1361-6668/ad6d9e
- 20. Yamauchi T., Takeuchi N., Yoshikawa N. et al. // Supercond. Sci. Technol. 2024. V. 37. № 9. Article No. 095027. http://doi.org/10.1088/1361-6668/ad55ce
- 21. Pashin D.S., Bastrakova M.V., Rybin D.A. et al. // Nanomaterials. 2024. V. 14. № 10. P. 854. http://dx.doi.org/10.3390/nano14100854
