Objective: An investigation was made of how postnatal maturation of ca
rdiac control can be described by linear and non-linear methods of tim
e series analysis, Methods: Sixteen healthy and term newborns were stu
died during their first 6 months of life. Power spectrum analysis incl
uding total power (TP), low frequency power (LF), high frequency power
(HF) and LF/HF ratio were performed on the instantaneous heart rate (
IHR) time series and mean heart rate (HR) was derived. The largest Lya
punov exponent (LLE) was calculated using a modified Wolf algorithm an
d checked by means of the surrogate-data test. Results: There is an ag
e dependency for the parameters LLE, HR, TP, HF, LF, LF/HF for active
and LLE, HR, TP, HF, LF/HF for quiet sleep. HR is characterised by a s
teep increase between the 5th and 7th day, HF demonstrates a distinct
development with high values around the first week and 90-180th day an
d low values around the 10-60th day. TP, LF and LF/HF show significant
ly higher values in active sleep in comparison to quiet sleep. For all
ages and sleep stages, positive LLE were found, indicating sensitivit
y to initial conditions, a hall-mark of chaos. For the period between
the 7 and 90th days of life, the LLE for active sleep took on larger v
alues compared with the LLE of quiet sleep. Conclusions: This study sh
ows that by linear as well as non-linear analysis one can reveal the c
omplexity of the IHR development in humans and may gain insight into t
he system controlling the heart during the period considered. The posi
tive LLE indicate that there is a non-linear component in the heart ra
te control. There is no ''straight line'' development for the paramete
rs analysed within the first 6 months. This may result from manifold i
nfluences on the autonomic system, due to structural and functional ma
turation in this period of life.