TY  - CONF
  - Faul S.; Boylan G. B.; Connolly S.; Marnane W. P.; Lightbody G.
  - IEEE International Symposium on Intelligent Signal Processing (WISP 2005)
  - Chaos Theory Analysis Of The Newborn EEG - Is It Worth The Wait?
  - 2005
  - September
  - Published
  - 1
  - ()
  - 381
  - 386
  - Faro, Portugal
  - 01-SEP-05
  - 03-SEP-05
  - In this study neonatal EEG has been analysed with information theory, complexity, SVD-based and nonlinear dynamic systems theory, or chaos theory, approaches. The analysis has been carried out to determine, given the amount of extra time needed to generate the chaos theory results, if they are considerably better than their information theory, complexity and SVD-based counterparts. The results show that while the KY dimension gives comparable performance to the information theory approaches, its computation time is more than 1000 times greater. The effects of preprocessing are also analysed
  - 10.1109/WISP.2005.1531689
DA  - 2005/09
ER  - 

@inproceedings{V377878,
   = {Faul S. and  Boylan G. B. and  Connolly S. and  Marnane W. P. and  Lightbody G.},
   = {IEEE International Symposium on Intelligent Signal Processing (WISP 2005)},
   = {{Chaos Theory Analysis Of The Newborn EEG - Is It Worth The Wait?}},
   = {2005},
   = {September},
   = {Published},
   = {1},
   = {()},
  pages = {381--386},
   = {Faro, Portugal},
  month = {Sep},
   = {03-SEP-05},
   = {{In this study neonatal EEG has been analysed with information theory, complexity, SVD-based and nonlinear dynamic systems theory, or chaos theory, approaches. The analysis has been carried out to determine, given the amount of extra time needed to generate the chaos theory results, if they are considerably better than their information theory, complexity and SVD-based counterparts. The results show that while the KY dimension gives comparable performance to the information theory approaches, its computation time is more than 1000 times greater. The effects of preprocessing are also analysed}},
   = {10.1109/WISP.2005.1531689},
  source = {IRIS}
}