We discuss application of dissimilarity measures technique to the classific
ation of time series obtained in experimental measurements, and use it to a
nalyze multi-channel magnetoencephalography data (MEG), Dissimilarity measu
res for the 1/f component of MEG data allow to distinguish signals coming f
rom left and right hemispheres. The alpha-wave component does not allow thi
s distinction, supporting the earlier research, indicating that alpha-wave
sources travel along the whole of the posterior region of the brain. (C) 19
99 Elsevier Science B.V. All rights reserved.