10 citations · 11 across the 4 of their papers we have counts for
4 papers
Neurophysiological correlates to the human brain complexity through -statistical analysis of electroencephalogram
Dimitri Marques Abramov, Daniel de Freitas Quintanilha, Henrique Santos Lima +4
The prospects of assessing neural complexity (NC) by -statistics of the systemic organization of different types and levels of brain activity were studied. In 70 adult subjects,…
Identifying Attention-Deficit/Hyperactivity Disorder through the electroencephalogram complexity
Dimitri Marques Abramov, Henrique Santos Lima, Vladimir Lazarev +2
There are reasons to suggest that a number of mental disorders may be related to alteration in the neural complexity (NC). Thus, quantitative analysis of NC could be helpful in cla…
Neural complexity -- Statistical-mechanical approach of human electroencephalograms
Dimitri Marques Abramov, Constantino Tsallis, Henrique Santos Lima
The brain is a complex system whose understanding enables potentially deeper approaches to mental phenomena. Dynamics of wide classes of complex systems have been satisfactorily de…
Subjects classification from high-dimensional and small-sample size datasets using a strategy based on Clustering Variables around Latent Components (CLV) method
Dimitri Marques Abramov
High-dimensional complex systems can be studied through multivariate analysis, as Principal Component Analysis, however large samples of observations frequently are needed for it.…