shift from hyperactivity to motor stereotypy (Paulus et al, 1991). Studies that
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shift from hyperactivity to motor stereotypy (Paulus et al, 1991). Studies that
followed demonstrated that “q-moment” distributions of heterogeneous scaling
exponents and their relative statistical weightings were useful in making subtle
discriminations between effects of psychopharmacological agents and behavioral
(isolation) influences on animal behavior as well as patterns of simple psychomotor
behavior in normal subjects and schizophrenic patients (Paulus et al, 1994; 1996;
1998; Krebs-Thomson et al, 1998a; 1998b).
Fractal Scaling Measures on Reconstructed Time Series from
Biological Dynamics
Publications involving the applications of various D measures, particularly Dz,
to brain-relevant times series number in the hundreds and are growing
exponentially. The following constitutes a brief review of a representative set of
empirical findings. In doing so, for the reasons discussed below, we ignore what
some might consider the rather abstract and philosophical issue of “determinism”
versus “randomness” or “error” (Sugihara and May, 1990; Casdagli, 1991; Wayland
et al, 1993; Kaplan and Glass, 1992; Kaplan, 1994) since this question is relatively
unproductive with respect to generating new neurobiological insights, novel
experiments or new quantitative approaches to brain dynamics. In addition, as
noted in the final section, this discrimination may not even have definitive theoretical
meaning in that the conduct of much of the rigorous mathematics about
“deterministic dynamical systems” involve Markoff partitions and matrices which are
also the generic operators of formal probability theory (Sullivan, 1979; Kolmogorov,
1950). For example, N-dimensional non-linear Markoff processes can be shown to
capture the dynamics of multidimensional neurobiological processes such as the
EEG (Silipo et al, 1998).
We have also ignored the related issue of the presence or absence of “low
dimensional structure” (Theiler and Rapp, 1996; Rapp, 1995) which, from the
authors’ point of view, resulted from an unfortunately concrete interpretation of the
word “dimensions.” With respect to experimental brain data, dimensions are defined
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