Nonlinear Phenomena in Complex Systems, 2001, Vol.4, No.2, pp.140-149

NONLINEAR PHENOMENA IN COMPLEX SYSTEMS
An Interdisciplinary Journal

2001, Volume 4, Number 2, pp.140-149

Reconstruction of Neural Network from MEG Data of Cortical Activity
H.V. Grushevskaya and I.I. Kopts

It was established an averaged dynamics of neuron behavior based on magnetoencephalography (MEG) experimental data. It was shown as the characters of individual neuron influence on a collective behavior of the neural network which was simulated by the network consisting of phase oscillator. It was estimated the optimal organization of the structures of brain cortex.
Key words: neural network, phase oscillator, coupled oscillatory network, cortical activity, magnetoencephalography, recognition

Full text: Acrobat PDF (470KB) PostScript (1568KB) PostScript.gz (459KB)