From EEG signals to brain connectivity: A model-based evaluation of interdependence measures

Journal of Neuroscience Methods - Tập 183 - Trang 9-18 - 2009
Fabrice Wendling1,2, Karim Ansari-Asl3, Fabrice Bartolomei4,5,6, Lotfi Senhadji1,2
1INSERM, U642, Rennes, F-35000, France
2Université de Rennes 1, LTSI, F-35000, France
3Shahid Chamran University, Faculty of Engineering, Ahvaz, Iran
4Inserm U751, Marseille F-13000, France
5AP-HM, Hôpital de la Timone, Service de Neurophysiologie Clinique, Marseille, F-13000, France
6Aix Marseille Université, Faculté de Médecine, Marseille F-13000, France

Tài liệu tham khảo

Ansari-Asl, 2005, Time–frequency characterization of interdependencies in nonstationary signals: application to epileptic EEG, IEEE Trans Biomed Eng, 52, 1218, 10.1109/TBME.2005.847541 Ansari-Asl, 2006, Quantitative evaluation of linear and nonlinear methods characterizing interdependencies between brain signals, Phys Rev E Stat Nonlin Soft Matter Phys, 74, 031916, 10.1103/PhysRevE.74.031916 Arnhold, 1999, A robust method for detecting interdependences: application to intracranially recorded EEG, Physica D: Nonlin Phenom, 134, 419, 10.1016/S0167-2789(99)00140-2 Barlow, 1954, A note on a correlator for electroencephalographic work, Electroencephalogr Clin Neurophysiol, 6, 321, 10.1016/0013-4694(54)90036-X Bartolomei, 2001, Neural networks involving the medial temporal structures in temporal lobe epilepsy, Clin Neurophysiol, 112, 1746, 10.1016/S1388-2457(01)00591-0 Bendat, 1971 Bhattacharya, 2001, Reduced degree of long-range phase synchrony in pathological human brain, Acta Neurobiol Exp (Wars), 61, 309 Brazier, 1967, Varieties of computer analysis of electrophysiological potentials, Electroencephalogr Clin Neurophysiol, 1 Brazier, 1972, Spread of seizure discharges in epilepsy: anatomical and electrophysiological considerations, Exp Neurol, 36, 263, 10.1016/0014-4886(72)90022-2 Brazier, 1952, Cross-correlation and autocorrelation studies of electroencephalographic potentials, Electroencephalogr Clin Neurophysiol, 4, 201, 10.1016/0013-4694(52)90010-2 Cao, 1997, Practical method for determining the minimum embedding dimension of a scalar time series, Physica D: Nonlin Phenom, 110, 43, 10.1016/S0167-2789(97)00118-8 Cooley, 1965, An algorithm for the machine calculation of complex Fourier series, Math Comput, 19, 297, 10.1090/S0025-5718-1965-0178586-1 David, 2004, Evaluation of different measures of functional connectivity using a neural mass model, Neuroimage, 21, 659, 10.1016/j.neuroimage.2003.10.006 Delprat, 1992, Asymptotic wavelet and Gabor analysis: extraction of instantaneous frequencies, IEEE Trans Inf Theory, 38, 644, 10.1109/18.119728 Duckrow, 1992, Regional coherence and the transfer of ictal activity during seizure onset in the medial temporal lobe, Electroencephalogr Clin Neurophysiol, 82, 415, 10.1016/0013-4694(92)90046-K Franaszczuk, 1999, An autoregressive method for the measurement of synchronization of interictal and ictal EEG signals, Biol Cybern, 81, 3, 10.1007/s004220050540 Gotman, 1983, Measurement of small time differences between EEG channels: method and application to epileptic seizure propagation, Electroencephalogr Clin Neurophysiol, 56, 501, 10.1016/0013-4694(83)90235-3 Gotman, 1987, Interhemispheric interactions in seizures of focal onset: data from human intracranial recordings, Electroenceph Clin Neurophysiol, 67, 120, 10.1016/0013-4694(87)90034-4 Gourevitch, 2006, Linear and nonlinear causality between signals: methods, examples and neurophysiological applications, Biol Cybern, 95, 349, 10.1007/s00422-006-0098-0 Haykin, 1996, Monitoring neural oscillation and signal transmission between cortical regions using time–frequency analysis of electroencephalographic activity, Proc IEEE, 84, 1295, 10.1109/5.535247 Hénon, 1976, A two-dimensional mapping with a strange attractor, Commun Math Phys, 50, 69, 10.1007/BF01608556 Iasemidis, 2003, Epileptic seizure prediction and control, IEEE Trans Biomed Eng, 50, 549, 10.1109/TBME.2003.810705 Kalitzin, 2007, Quantification of unidirectional nonlinear associations between multidimensional signals, IEEE Trans Biomed Eng, 54, 454, 10.1109/TBME.2006.888828 Ktonas, 1991, Estimation of time delay between EEG signals for epileptic focus localization: statistical error considerations, Electroencephalogr Clin Neurophysiol, 78, 105, 10.1016/0013-4694(91)90109-H Le Van Quyen, 2001, Comparison of Hilbert transform and wavelet methods for the analysis of neuronal synchrony, J Neurosci Methods, 111, 83, 10.1016/S0165-0270(01)00372-7 Lehnertz, 1999, Non-linear time series analysis of intracranial EEG recordings in patients with epilepsy—an overview, Int J Psychophysiol, 34, 45, 10.1016/S0167-8760(99)00043-4 Lopes da Silva, 1989, Interdependence of EEG signals: linear vs. nonlinear associations and the significance of time delays and phase shifts, Brain Topogr, 2, 9, 10.1007/BF01128839 Mars, 1983, Propagation of seizure activity in kindled dogs, Electroencephalogr Clin Neurophysiol, 56, 194, 10.1016/0013-4694(83)90074-3 Mormann, 2005, On the predictability of epileptic seizures, Clin Neurophysiol, 116, 569, 10.1016/j.clinph.2004.08.025 Mormann, 2000, Mean phase coherence as a measure for phase synchronization and its application to the EEG of epilepsy patients, Physica D, 144, 358, 10.1016/S0167-2789(00)00087-7 Pereda, 2005, Comparing generalized and phase synchronization in cardiovascular and cardiorespiratory signals, IEEE Trans Biomed Eng, 52, 578, 10.1109/TBME.2005.844022 Pijn, 1990 Pijn, 1993, Propagation of electrical activity: nonlinear associations and time delays between EEG signals, 41 Pikovsky, 2001 Pikovsky, 1996, Synchronization in a population of globally coupled chaotic oscillators, Europhys Lett, 34, 165, 10.1209/epl/i1996-00433-3 Quian Quiroga, 2002, Performance of different synchronization measures in real data: a case study on electroencephalographic signals, Phys Rev E Stat Nonlin Soft Matter Phys, 65, 041903, 10.1103/PhysRevE.65.041903 Rosenblum, 2004, Synchronization approach to analysis of biological signals, Fluctuation Noise Lett, 4, L53, 10.1142/S0219477504001653 Rössler, 1976, An equation for continuous chaos, Phys Lett A, 57, 397, 10.1016/0375-9601(76)90101-8 Schiff, 1996, Detecting dynamical interdependence and generalized synchrony through mutual prediction in a neural ensemble, Phys Rev E Stat Phys Plasmas Fluids Relat Interdisciplinary Top, 54, 6708 Senhadji, 1996, Continuous wavelet transform: ECG recognition based on phase and modulus representations and hidden Markov models, 439 Sills, 2000, Concentration-effect studies with topiramate on selected enzymes and intermediates of the GABA shunt, Epilepsia, 41, S30, 10.1111/j.1528-1157.2000.tb06046.x Stam, 2002, Synchronization likelihood: an unbiased measure of generalized synchronization in multivariate data sets, Physica D: Nonlin Phenom, 163, 236, 10.1016/S0167-2789(01)00386-4 Storm van Leeuwen, 1976, The use of computer analysis for diagnosis in routine electroencephalography, Rev Electroencephalogr Neurophysiol Clin, 6, 318, 10.1016/S0370-4475(76)80111-6 Takens, 1981, 898 Tass, 1998, Detection of n:m phase locking from noisy data: application to magnetoencephalography, Phys Rev Lett, 81, 3291, 10.1103/PhysRevLett.81.3291 Thatcher, 1986, Cortico-cortical associations and EEG coherence: a two-compartmental model, Electroenceph Clin Neurophysiol, 64, 123, 10.1016/0013-4694(86)90107-0 Uhlhaas, 2006, Neural synchrony in brain disorders: relevance for cognitive dysfunctions and pathophysiology, Neuron, 52, 155, 10.1016/j.neuron.2006.09.020 Wendling, 2001, Interpretation of interdependencies in epileptic signals using a macroscopic physiological model of the EEG, Clin Neurophysiol, 112, 1201, 10.1016/S1388-2457(01)00547-8 Wendling, 2000, Relevance of nonlinear lumped-parameter models in the analysis of depth-EEG epileptic signals, Biol Cybern, 83, 367, 10.1007/s004220000160