Phase resetting tomography: A method for three-dimensional localization
of stimulus-locked transient synchronization and cross-trial response clustering
in the human brain using magnetoencephalography"
Peter A. Tass
Institute for Medicine, Research Center Jülich
Abstract
A novel method is presented which enables the anatomical localization
of stochastic phase resetting processes of neuronal populations non-invasively
with magnetoencephalography (MEG). The cerebral current source (CCS) density
is reconstructed from the measured MEG signals with magnetic field tomography
[1]. Univariate and bivariate stochastic phase resetting analysis [2-4]
is applied to the CCS. In this way transient phenomena like stimulus-locked
cross-trial (CT) response clustering, i.e. switching between different
responses across trials, as well as stimulus-locked transient synchronization/desynchronization
are detected. In contrast, standard data analysis tools applied across
trials relative to stimulus onset, such as CT averaging, CT standard deviation,
and CT cross-correlation, fail in detecting these processes and lead to
severe misinterpretations and artifacts. The talk is about the theoretical
background of the novel method, and first experimental results obtained
with standard visual stimulation paradigms.
[1] A.A. Ioannides et al., Inverse Problems 6 (1990) 523.
[2] P.A. Tass, Europhys. Lett. 59 (2002) 199.
[3] P.A. Tass, Chaos 13 (2003) 364.
[4] P.A. Tass, Phys. Rev. E (2003) in press, May