K. Kopecz et al., DYNAMIC PROPERTIES OF CORTICAL EVOKED (10 HZ) OSCILLATIONS - THEORY AND EXPERIMENT, Biological cybernetics, 69(5-6), 1993, pp. 463-473
Experiments probed the dynamic properties of stimulus-evoked (almost-e
qual-to 10 Hz) oscillations in somatosensory cortex of anesthetized ra
ts. Experimental paradigms and statistical time series analysis were b
ased on theoretical ideas from a dynamic approach to temporal patterns
of neuronal activity. From the results of a double-stimulus paradigm
we conclude that the neuronal response contains two components with di
fferent dynamics and different coupling to the stimulus. Based on this
result a quantitative dynamic model is derived, making use of normal
form theory for bifurcating vector fields. The variables used are abst
ract, but measurable, dynamic components. The model parameters capture
the dynamic properties of neuronal response and are related to experi
mental results. A structural interpretation of the model can be given
in terms of the collective dynamics of neuronal groups, their mutual i
nteraction, and their coupling to peripheral stimuli. The model predic
ts the stimulus-dependent lifetime of the oscillations as observed in
experiment. We show that this prediction relies on the basic concept o
f dynamic bistability and does not depend on the modeling details.