T. Yagyu et al., GLOBAL DIMENSIONAL COMPLEXITY OF MULTICHANNEL EEG IN MILD ALZHEIMERS-DISEASE AND AGE-MATCHED COHORTS, Dementia and geriatric cognitive disorders, 8(6), 1997, pp. 343-347
Multichannel EEG as sequence of momentary brain field maps constitutes
a trajectory through K-dimensional state space (K = number of channel
s); the complexity of this trajectory is assessed by the nonlinear mea
sure of global correlation dimension (Global Dimensional Complexity, G
DC) with the number of electrodes as embedding dimension, We analyzed
eyes-closed EEG of three age-matched subject groups: mild Alzheimer's
disease (AD; n = 21), mild cognitive impairment (29) and subjective me
mory complaint (29). Kruskal-Wallis statistics showed an overall effec
t between groups. AD patients differed significantly (GDC = 4.56) from
mild cognitive impairments (GDC = 4.98) and from subjective memory co
mplaints (GDC = 4.93). GDC also had significant positive correlations
with mental condition and performance (MMSE and WAIS-R scores), Thus,
the dynamics of brain state development over time in mild AD differs f
rom that in mild cognitive impairment and in subjective memory complai
nt cases.