Estimation of brain state changes associated with behavior, stimulation and epilepsy

Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009

Volumn , Issue , 2009, Pages 4719-4722

  Stamoulis, Catherine ^a   Praeg, Elke ^a   Chang, Bernard S ^a   Bashir, Shahid ^a   Pascual Leone, Alvaro ^a  

^a HARVARD MEDICAL SCHOOL   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

BIOLOGY; DYNAMICS; STATE SPACE METHODS;

DYNAMIC PATTERNS; LOCALIZED DYNAMICS; PROPAGATION MECHANISM; SPATIO-TEMPORAL DYNAMICS; SPATIO-TEMPORAL SCALE; STATE - SPACE MODELS; SUBSPACE IDENTIFICATION; TRANSCRANIAL MAGNETIC STIMULATION;

FUNCTIONAL ELECTRIC STIMULATION;

EID: 77951016807     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IEMBS.2009.5334195     Document Type: Conference Paper

References (18)

1. C. Carmeli, M.G. Knyazeva, et al., 'Assessment of EEG Synchronization Based on State-Space Analysis', Neuroimage, 25:339-354, 2005.
2. D. Contreras, M. Steriade, 'Cellular Basis of EEG Slow Rhythms, J. Neurosci., 15:604-622, 1992.
3. M. Hallett, 'Transcranial Magnetic Stimulation and the Human Brain', Nature, 406(6792):147-150, 2000.
4. L.D. Iasemidis, D.S. Shiau, C. Sackellares, P.M. Pardalos, A. Prasad, 'Dynamical Resetting of the Human Brain in Epileptic Seizures', IEEE Trans. Biomed. Eng., 51(3): 493-506, 2004.
5. K. Iramina, T. Maeno, Y. Kowatari, S. Ueno, 'Effects of Transcranial Magnetic Stimulation', IEEE Trans. Magn., 38(5):3347-3349, 2002.
6. A. Isaksson, A. Wennberg, L.H. Zetterberg, 'Computer Analysis of EEG Signals with Parametric Models', Proc. IEEE, 69:451-461, 1981.
7. R.E. Kalman, 'A New Approach to Linea Filtering and Prediction Problems', Trans. of the ASMEJ. of Basic Engineering, 33-45, 1960.
8. M. Kobayashi, A. Pascual-Leone, 'Transcranial Magnetic Stimulation in Neurology', Lancet In Neurology, 2(3):1450-1456, 2003.
9. M. Kobayashi, H. Theoret, A. Pascual-Leone, 'Suppression of Ipsilateral Motor Cortex Facilitates Motor Skill Learning', European Journal of Neuroscience, 29(4):833-836, 2009.
10. L. Ljung, T. Soderstrom, 'Theory and Practice of Recursive Identification', MIT Press, 1986.
11. P. Lo, W. Chung, 'An Approach to Quantifying the Multi-Channel EEG Spatial-Temporal Feature', Biom. Journal, 42(7):901-916, 2000.
12. R. Meier, A. Kumar, A Schulze-Bohage, A. Aertsen, 'Comparison of Dynamical States of Random Networks with Human EEG', Neuro-computing, 70: 1843-1847, 2007.
13. F. Morbidi, A. Garulli, D. Prattichizzo, C. Rizzo, S. Rossi, 'Application of Kalman Filter to Remove TMS-Induced Artifacts from EEG Recordings, IEEE Trans. Control Sys. Tech., 16(6):1360-1366, 2008.
14. P.M. Pardalos, V. Yatsenko, J.C. Sackellares, D.S. Shiau, W. Chaoval- itwongse, L. Iasemidis, 'Analysis of EEG Data Using Optimization, Statistics, and Dynamical System Techniques', Computational Statistics and Data Analysis, 44(1-2):391-408, 2003.
15. C. Stamoulis, B.S. Chang, Application of Matched-Filtering to Extract EEG Features and Decouple Signal Contributions from Multiple Seizure Foci in Brain Malformations', IEEE Proc. 4th International Conference on Neural Engineering, 2009.
16. H.W. Steinberg, T. Gasser, J. Franke, 'Fitting AR Models to EEG Time Series: An Empirical Comparison of Estimates of the Order', IEEE Trans. Acoust. Speech, Signal Process., ASSP-33(1):143-150, 1985.
17. M.P. Tarvainen, J.K. Hiltunen, P.O. Ranta-aho, P.A. Karjalainen, 'Estimation of Nonstationary EEG with Kalman Smoother Approach', IEEE Trans. Biomed. Eng., 51(3): 516-524, 2004.
18. P. Van Overschee, and B. De Moor, Subspace Identification of Linear Systems, Kluwer Academic Publishers, 1996.