Amnestically induced persistence in random walks

被引:62
作者
Cressoni, J. C. [1 ]
Alves da Silva, Marco Antonio
Viswanathan, G. M.
机构
[1] Univ Fed Alagoas, Inst Fis, BR-57072970 Maceio, Alagoas, Brazil
[2] Univ Sao Paulo, Dept Quim & Fis, FCFRP, BR-14040903 Sao Paulo, Brazil
关键词
D O I
10.1103/PhysRevLett.98.070603
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
We study how the Hurst exponent alpha depends on the fraction f of the total time t remembered by non-Markovian random walkers that recall only the distant past. We find that otherwise nonpersistent random walkers switch to persistent behavior when inflicted with significant memory loss. Such memory losses induce the probability density function of the walker's position to undergo a transition from Gaussian to non-Gaussian. We interpret these findings of persistence in terms of a breakdown of self-regulation mechanisms and discuss their possible relevance to some of the burdensome behavioral and psychological symptoms of Alzheimer's disease and other dementias.
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页数:4
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共 25 条
  • [1] AMDNELBROT BB, 1982, FRACTAL GEOMETRY NAT
  • [2] Bachelier L., 1900, ANN SCI ECOLE NORM S, V17, P21
  • [3] BOYD M, 2002, PSYCHIAT NURSING CON, pCH29
  • [4] BUDNE A, 1991, FRACTALS DISORDERED
  • [5] Chambers J., 1983, GRAPHICAL METHODS DA
  • [6] Neuroscience - Rewinding the memory record
    Colgin, LL
    Moser, EI
    [J]. NATURE, 2006, 440 (7084) : 615 - 617
  • [7] Repetitive behaviour in Alzheimer's disease: description, correlates and functions
    Cullen, B
    Coen, RF
    Lynch, CA
    Cunningham, CJ
    Coakley, D
    Robertson, IH
    Lawlor, BA
    [J]. INTERNATIONAL JOURNAL OF GERIATRIC PSYCHIATRY, 2005, 20 (07) : 686 - 693
  • [8] Discrete-time non-Markovian random walks: The effect of memory limitations on scaling
    da Silva, MAA
    Cressoni, JC
    Viswanathan, GM
    [J]. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2006, 364 (70-78) : 70 - 78
  • [9] DRAAISMA D, 2004, WHY LIFE SPEEDS UP A
  • [10] Dudai Y, 2005, NATURE, V434, P823, DOI 10.1038/434823a