On AR modelling for MEG spectral estimation, data compression and classification

Computers in Biology and Medicine

Volumn 22, Issue 6, 1992, Pages 379-387

  Angelidou, A ^a   Strintzis, M G ^a   Panas, S ^a   Anogianakis, G ^a  

^a ARISTOTLE UNIVERSITY OF THESSALONIKI   (Greece)

Author keywords

AR modelling; Classification; Data compression; MEG signals; Spectral estimation

Indexed keywords

ARTICLE; CLASSIFICATION; COMPUTER; MAGNETOENCEPHALOGRAPHY;

AUTOMATIC DATA PROCESSING; BRAIN MAPPING; COMPARATIVE STUDY; EPILEPSY; FACTOR ANALYSIS, STATISTICAL; HUMAN; MAGNETOENCEPHALOGRAPHY; MODELS, NEUROLOGICAL; MODELS, STATISTICAL; REFERENCE VALUES; REGRESSION ANALYSIS;

EID: 0026497548     PISSN: 00104825     EISSN: None     Source Type: Journal    
DOI: 10.1016/0010-4825(92)90038-O     Document Type: Article

References (16)

1. Monitoring brain electrical and magnetic activity
2. Effects of head shape on EEG's and MEG's
3. Cortical areas classification via AR modelling and 3-D spectral estimation
4. Autoregressive estimation of short segment spectra for computerized EEG analysis
5. Computer analysis of EEG signals with parametric models
6. Spectrum analysis—A modern perspective
7. Global versus local minimization in least squares AR spectral estimation
8. Maximum entropy spectral analysis
9. A two step Burg algorithm
10. Time series modeling and maximum entropy
11. On objective autoregressive model testing
12. Some relations between the various criteria for autoregressive order determination
13. The use of fast Fourier transform for the estimation of power spectra A method based on time averaging over short modified periodograms