Are neurons multifractals?

Citation
E. Fernandez et al., Are neurons multifractals?, J NEUROSC M, 89(2), 1999, pp. 151-157
Citations number
31
Categorie Soggetti
Neurosciences & Behavoir
Journal title
JOURNAL OF NEUROSCIENCE METHODS
ISSN journal
01650270 → ACNP
Volume
89
Issue
2
Year of publication
1999
Pages
151 - 157
Database
ISI
SICI code
0165-0270(19990715)89:2<151:ANM>2.0.ZU;2-C
Abstract
In the last few years, fractal analysis has found widespread application in the field of neuroscience and some investigators are starting to use multi fractals as a methodology that may provide information about the distributi on of fractal dimensions in biological structures. This is so, despite of t he technical difficulties of multifractal analysis. In this paper, we inves tigate the theoretical and practical aspects of studying and measuring the multifractal dimensions of neurons. Patterns were analysed by means of the standard box-counting method and a generalised sand-box method. Our results show that odd behaviours of D-q reported in the literature are a consequen ce of numerical deficiencies of the box-counting method and cannot be assoc iated to peculiar geometrical characteristics of neurons. Instead the sand- box method gives a D-q which monotonically decreases with q. Although this result may indicate that neurons are multifractals, it is argued that size effects may in fact be the origin of this apparent multifractality. (C) 199 9 Elsevier Science B.V. All rights reserved.