Theoretical and experimental analysis of the Non Markov Parameter to detect low frequency synchronisation in time series analysis

Varghese, J. J., Weegink, K. J., Bellette, P. A., Coyne, T., Silburn, P. A. and Meehan, P. A. (2011). Theoretical and experimental analysis of the Non Markov Parameter to detect low frequency synchronisation in time series analysis. In: Nigel Lovell, Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society. 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS), Boston, MA, United States, (). 30 August - 3 September 2011.

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Author Varghese, J. J.
Weegink, K. J.
Bellette, P. A.
Coyne, T.
Silburn, P. A.
Meehan, P. A.
Title of paper Theoretical and experimental analysis of the Non Markov Parameter to detect low frequency synchronisation in time series analysis
Conference name 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS)
Conference location Boston, MA, United States
Conference dates 30 August - 3 September 2011
Proceedings title Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society
Place of Publication Danvers, MA, United States
Publisher The Printing House
Publication Year 2011
Sub-type Fully published paper
Editor Nigel Lovell
Total pages 5
Collection year 2012
Language eng
Abstract/Summary A theoretical investigation into the behaviour of the Non-Markov Parameter is performed from a signal pro- cessing perspective in contrast to previous methodologies based on stochastic processes theory. The results indicate that the NMP can be regarded as an informational metric which is indicative of the degree of low frequency synchronisation in a complex system. These results have deep implications for physiological analysis of biological systems where the presence of sychronisation is often a marker of pathological functioning. The NMP measure is then applied to in vivo micro-electrode recordings from the subthalamic nucleus.
Q-Index Code E1
Q-Index Status Confirmed Code
Institutional Status UQ

 
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Created: Wed, 28 Sep 2011, 19:27:53 EST by Katie Gollschewski on behalf of School of Mechanical and Mining Engineering