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A theory of 1/f noise in human cognition

Author

Listed:
  • Grigolini, Paolo
  • Aquino, Gerardo
  • Bologna, Mauro
  • Luković, Mirko
  • West, Bruce J.

Abstract

The brain is probably the most interesting example of a complex network having 1/f variability as determined through the analysis of EEG time series and magnetoencephalogram recordings. Herein we develop a theory of 1/f noise of human cognition to explain the recent experimental observations that increasing the difficultly of cognitive tasks accelerates the transition from observed 1/f noise to white noise in decision-making time series.

Suggested Citation

  • Grigolini, Paolo & Aquino, Gerardo & Bologna, Mauro & Luković, Mirko & West, Bruce J., 2009. "A theory of 1/f noise in human cognition," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 388(19), pages 4192-4204.
    • Handle: RePEc:eee:phsmap:v:388:y:2009:i:19:p:4192-4204
    DOI: 10.1016/j.physa.2009.06.024
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    References listed on IDEAS

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    1. Jennings, Heather D & Ivanov, Plamen Ch & M. Martins, Allan de & da Silva, P.C & Viswanathan, G.M, 2004. "Variance fluctuations in nonstationary time series: a comparative study of music genres," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 336(3), pages 585-594.
    2. Alvarez-Ramirez, Jose & Ibarra-Valdez, Carlos & Rodriguez, Eduardo & Dagdug, Leonardo, 2008. "1/f-Noise structures in Pollocks's drip paintings," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 387(1), pages 281-295.
    3. Bianco, Simone & Geneston, Elvis & Grigolini, Paolo & Ignaccolo, Massimiliano, 2008. "Renewal aging as emerging property of phase synchronization," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 387(5), pages 1387-1392.
    4. Takahashi, Taiki & Oono, Hidemi & Radford, Mark H.B., 2008. "Psychophysics of time perception and intertemporal choice models," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 387(8), pages 2066-2074.
    5. Stephen, Damian G. & Stepp, Nigel & Dixon, James A. & Turvey, M.T., 2008. "Strong anticipation: Sensitivity to long-range correlations in synchronization behavior," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 387(21), pages 5271-5278.
    6. Dr. Peter Kenning & Hilke Plassmann, 2004. "NeuroEconomics," Experimental 0412005, University Library of Munich, Germany.
    7. Glauber, Joseph W. & Collins, Keith J. & Neto, Pedro de Camargo, 1998. "Letters," Choices: The Magazine of Food, Farm, and Resource Issues, Agricultural and Applied Economics Association, vol. 13(4), pages 1-1.
    8. Unknown, 1986. "Letters," Choices: The Magazine of Food, Farm, and Resource Issues, Agricultural and Applied Economics Association, vol. 1(4), pages 1-9.
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    Citations

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    Cited by:

    1. Werner, Gerhard, 2013. "Consciousness viewed in the framework of brain phase space dynamics, criticality, and the Renormalization Group," Chaos, Solitons & Fractals, Elsevier, vol. 55(C), pages 3-12.
    2. West, B.J. & Grigolini, P., 2010. "Habituation and 1/f-noise," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 389(24), pages 5706-5718.
    3. West, B.J. & Turalska, M., 2013. "Network of echoes," Chaos, Solitons & Fractals, Elsevier, vol. 55(C), pages 109-119.
    4. West, B.J. & Grigolini, P., 2010. "A psychophysical model of decision making," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 389(17), pages 3580-3587.
    5. Azarnoosh, Mahdi & Motie Nasrabadi, Ali & Mohammadi, Mohammad Reza & Firoozabadi, Mohammad, 2011. "Investigation of mental fatigue through EEG signal processing based on nonlinear analysis: Symbolic dynamics," Chaos, Solitons & Fractals, Elsevier, vol. 44(12), pages 1054-1062.
    6. Bershadskii, A. & Ikegaya, Y., 2011. "Chaotic neuron clock," Chaos, Solitons & Fractals, Elsevier, vol. 44(4), pages 342-347.

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