TY - GEN
T1 - Changes in dynamical characteristics of epileptic EEG in rats using recurrence quantification analysis
AU - Rabbi, Ahmed F.
AU - Jaiswal, Manoj K.
AU - Lei, Saobo
AU - Fazel-Rezai, Reza
PY - 2011
Y1 - 2011
N2 - In this paper, we used Recurrence Quantification Analysis (RQA) in order to study pre-epileptic characteristics in rat's EEG recordings. Four adult rats were used to collect epileptic EEG data in an experiment of animal model of epilepsy. Three RQA measures, recurrence rate, determinism, and entropy were calculated from EEG recordings from rats. A moving average filter was used to identify the decreasing trend in pre-epileptic dynamics which will be useful early detection of seizures.
AB - In this paper, we used Recurrence Quantification Analysis (RQA) in order to study pre-epileptic characteristics in rat's EEG recordings. Four adult rats were used to collect epileptic EEG data in an experiment of animal model of epilepsy. Three RQA measures, recurrence rate, determinism, and entropy were calculated from EEG recordings from rats. A moving average filter was used to identify the decreasing trend in pre-epileptic dynamics which will be useful early detection of seizures.
UR - https://www.scopus.com/pages/publications/84862619664
U2 - 10.1109/IEMBS.2011.6090708
DO - 10.1109/IEMBS.2011.6090708
M3 - Conference contribution
C2 - 22254864
AN - SCOPUS:84862619664
SN - 9781424441211
T3 - Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
SP - 2562
EP - 2565
BT - 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2011
T2 - 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2011
Y2 - 30 August 2011 through 3 September 2011
ER -