Issues

 / 

2012

 / 

September

  

Reviews of topical problems


Wavelet analysis in neurodynamics

 a,  b,  b,  c,  d,  e
a International Research Institute of Nonlinear Dynamics, Department of Physics, N.G. Chernyshevskii; Saratov State University, ul. Astrakhanskaya 83, Saratov, 410012, Russian Federation
b Nonlinear Processes Department, Chernyshevskii Saratov State University, ul. Astrakhanskaya 83, Saratov, 410012, Russian Federation
c Institute of Higher Nervous Activity and Neurophysiology, Russian Academy of Sciences, ul. Butlerova 5-a, Moscow, 117485, Russian Federation
d Universidad Complutense de Madrid, Ciudad Universitaria, Madrid, 28040, Spain
e Chernyshevskii Saratov State University, ul. Astrakhanskaya 83, Saratov, 410071, Russian Federation

Results obtained using continuous and discrete wavelet transforms as applied to problems in neurodynamics are reviewed, with the emphasis on the potential of wavelet analysis for decoding signal information from neural systems and networks. The following areas of application are considered: (1)’the microscopic dynamics of single cells and intracellular processes, (2) sensory data processing, (3)’the group dynamics of neuronal ensembles, and (4) the macrodynamics of rhythmical brain activity (using multichannel EEG recordings). The detection and classification of various oscillatory patterns of brain electrical activity and the development of continuous wavelet-based brain activity monitoring systems are also discussed as possibilities.

Fulltext pdf (1.7 MB)
Fulltext is also available at DOI: 10.3367/UFNe.0182.201209a.0905
PACS: 05.45.Tp, 05.45.Xt, 07.05.Mh, 87.19.L−, 95.75.Wx (all)
DOI: 10.3367/UFNe.0182.201209a.0905
URL: https://ufn.ru/en/articles/2012/9/a/
000312382200001
2-s2.0-84872111741
Citation: Pavlov A N, Hramov A E, Koronovskii A A, Sitnikova E Yu, Makarov V A, Ovchinnikov A A "Wavelet analysis in neurodynamics" Phys. Usp. 55 845–875 (2012)
BibTexBibNote ® (generic)BibNote ® (RIS)MedlineRefWorks

Received: 6th, October 2011, revised: 18th, March 2012, 20th, March 2012

Оригинал: Павлов А Н, Храмов А Е, Короновский А А, Ситникова Е Ю, Макаров В А, Овчинников А А «Вейвлет-анализ в нейродинамике» УФН 182 905–939 (2012); DOI: 10.3367/UFNr.0182.201209a.0905

References (188) Cited by (131) Similar articles (20) ↓

  1. M.V. Kalashnik, M.V. Kurgansky, O.G. Chkhetiani “Baroclinic instability in geophysical fluid dynamics65 1039–1070 (2022)
  2. K.V. Koshel, S.V. Prants “Chaotic advection in the ocean49 1151–1178 (2006)
  3. O.G. Onishchenko, O.A. Pokhotelov et alStructure and dynamics of concentrated mesoscale vortices in planetary atmospheres63 683–697 (2020)
  4. A.A. Koronovskii, O.I. Moskalenko, A.E. Hramov “On the use of chaotic synchronization for secure communication52 1213–1238 (2009)
  5. A.E. Hramov, N.S. Frolov et alFunctional networks of the brain: from connectivity restoration to dynamic integration64 584–616 (2021)
  6. B.M. Smirnov “Electrical cycle in the Earth’s atmosphere57 1041–1062 (2014)
  7. A.N. Vulfson, O.O. Borodin “The system of convective thermals as a generalized ensemble of Brownian particles59 109–120 (2016)
  8. I.M. Dremin, O.V. Ivanov, V.A. Nechitailo “Wavelets and their uses44 447–478 (2001)
  9. M.I. Rabinovich, M.K. Muezzinoglu “Nonlinear dynamics of the brain: emotion and cognition53 357–372 (2010)
  10. P.G. Frick, D.D. Sokoloff, R.A. Stepanov “Wavelets for the space-time structure analysis of physical fields65 62–89 (2022)
  11. N.M. Astaf’eva “Wavelet analysis: basic theory and some applications39 1085–1108 (1996)
  12. H.D. Abarbanel, M.I. Rabinovich et alSynchronisation in neural networks39 337–362 (1996)
  13. G.R. Ivanitskii, A.B. Medvinskii, M.A. Tsyganov “From the dynamics of population autowaves generated by living cells to neuroinformatics37 961–989 (1994)
  14. O.G. Onishchenko, O.A. Pokhotelov, N.M. Astaf’eva “Generation of large-scale eddies and zonal winds in planetary atmospheres51 577–589 (2008)
  15. V.M. Fedorov “Problems of parameterization of the radiation block in physical and mathematical climate models and the possibility of their solution66 914–930 (2023)
  16. V.V. Klinshov, V.I. Nekorkin “Synchronization of delay-coupled oscillator networks56 1217–1229 (2013)
  17. A.N. Pisarchik, A.E. Hramov “Stochastic processes in the brain's neural network and their impact on perception and decision-making66 1224–1247 (2023)
  18. F.V. Dolzhanskii, V.A. Krymov, D.Yu. Manin “Stability and vortex structures of quasi-two-dimensional shear flows33 (7) 495–520 (1990)
  19. G.I. Strelkova, V.S. Anishchenko “Spatio-temporal structures in ensembles of coupled chaotic systems63 145–161 (2020)
  20. G.N. Borisyuk, R.M. Borisyuk et alModels of neural dynamics in brain information processing — the developments of ’the decade’45 1073–1095 (2002)

The list is formed automatically.

© 1918–2024 Uspekhi Fizicheskikh Nauk
Email: ufn@ufn.ru Editorial office contacts About the journal Terms and conditions