Citation Relationships

Sweeney-Reed CM, Nasuto SJ (2007) A novel approach to the detection of synchronisation in EEG based on empirical mode decomposition. J Comput Neurosci 23:79-111 [PubMed]

References and models cited by this paper

References and models that cite this paper

Andrade A, Kyberd PJ, Taffler SD (2003) A novel spectral representation of electromyographic signals Proceedings of IEEE Engineering in Medicine and Biology Society 25th Annual International Conference, Leder RS, ed. pp.2598

Balocchi R, Menicucci D, Santarcangelo E, Sebastiani L, Gemignani A, Ghelarducci B, Varanini (2004) Deriving the respiratory sinus arrhythmia from the heartbeat time series using empirical mode decomposition Chaos Solitons Fractals 20:171-177

Bear M, Connors B, Paradiso M (2001) Neuroscience: Exploring the Brain (2nd edn)

Bendat J, Piersol A (1986) The Hilbert transform Random Data: Analysis and Measurement Procedures (2nd edn) :484-516

Bernat EM, Williams WJ, Gehring WJ (2005) Decomposing ERP time-frequency energy using PCA. Clin Neurophysiol 116:1314-34 [Journal] [PubMed]

Breakspear M, Williams LM, Stam CJ (2004) A novel method for the topographic analysis of neural activity reveals formation and dissolution of 'Dynamic Cell Assemblies'. J Comput Neurosci 16:49-68 [PubMed]

Bressler SL, Coppola R, Nakamura R (1993) Episodic multiregional cortical coherence at multiple frequencies during visual task performance. Nature 366:153-6 [Journal] [PubMed]

Bruns A (2004) Fourier-, Hilbert- and wavelet-based signal analysis: are they really different approaches? J Neurosci Methods 137:321-32 [Journal] [PubMed]

Bullmore E, Fadili J, Maxim V, Sendur L, Whitcher B, Suckling J, Brammer M, Breakspear M (2004) Wavelets and functional magnetic resonance imaging of the human brain. Neuroimage 23 Suppl 1:S234-49 [Journal] [PubMed]

Carter GC (1987) Coherence and time delay estimation Proc IEEE 75:236-255

Chatfield C (1996) The Analysis of Time Series. An Introduction Texts in Statistical Science (5th Edn)

Daubechies I (1992) Ten lectures on wavelets

David O, Cosmelli D, Friston KJ (2004) Evaluation of different measures of functional connectivity using a neural mass model. Neuroimage 21:659-73 [Journal] [PubMed]

David O, Cosmelli D, Lachaux J-P, Baillet S, Garnero L, Martinerie J (2002) A theoretical and experimental introduction to the non-invasive study of large-scale neural phase synchronization in human beings (invited paper) Int J Comput Cogn 1:53-77

Deering R, Kaiser J (2005) The use of a masking signal to improve empirical mode decomposition Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing 4:485-489

Destexhe A, Contreras D, Steriade M (1999) Spatiotemporal analysis of local field potentials and unit discharges in cat cerebral cortex during natural wake and sleep states. J Neurosci 19:4595-608 [PubMed]

Dringenberg HC, Diavolitsis P (2002) Electroencephalographic activation by fluoxetine in rats: role of 5-HT(1A) receptors and enhancement of concurrent acetylcholinesterase inhibitor treatment. Neuropharmacology 42:154-61 [PubMed]

Farge M (1992) Wavelet transformations and their applications to turbulence Ann Rev Fluid Mech 24:395-457

Flandrin P, Rilling G, Goncalves P (2004) Empirical mode decomposition as a filter bank IEEE Signal Process Lett 11:112-114

Friston KJ, Stephan KM, Frackowiak RS (1997) Transient phase-locking and dynamic correlations: Are they the same thing? Hum Brain Mapp 5:48-57 [Journal] [PubMed]

Gabor D (1946) Theory of communication J Inst Electr Eng 93:429-457

Gray CM (1999) The temporal correlation hypothesis of visual feature integration: still alive and well. Neuron 24:31-47, 111-25 [PubMed]

Gray CM, König P, Engel AK, Singer W (1989) Oscillatory responses in cat visual cortex exhibit inter-columnar synchronization which reflects global stimulus properties. Nature 338:334-7 [Journal] [PubMed]

Grinsted A, Moore J, Jevrejeva S (2004) Application of the cross wavelet transform and wavelet coherence to geophysical time series Nonlinear Process Geophys 11:561-566

Grinsted A, Moore J, Jevrejeva S (2004) Cross wavelet and wavelet coherence Matlab toolbox research-waveletcoherence-

Huang N, Chern C, Huang K, Salvino L, Long S, Fan K (2001) A new spectral representation of earthquake data: Hilbert spectral analysis of Station TCU129 Bull Seismol Soc Am 91:1310-1338

Huang N, Shen S (2005) Hilbert-Huang transform and its applications Interdisciplinary Mathematical Sciences

Huang N, Shen Z, Long S, Wu M, Shih H, Zheng Q, Yen NC, Tung C, Liu H (1998) The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis Proc R Soc Lon 454:903-995

Huang N, Wu ML, Qu W, Long S, Shen S, Zhang J (2003) Applications of Hilbert-Huang transform to non-stationary financial time series analysis Appl Stoch Models Bus Ind 19:245-268

Jiruska P, Proks J, Drbal O, Sovka P, Marusic P, Mares P (2005) Comparison of different methods of time shift measurement in EEG. Physiol Res 54:459-65 [PubMed]

Kandel E, Schwartz J, Jessell T (1991) The Principles of Neural Science

Kaplan D (1996) Surrogate Data. Nonlinear Time Series Software Macalaster College, Minnesota website at

Kiebel SJ, Tallon-Baudry C, Friston KJ (2005) Parametric analysis of oscillatory activity as measured with EEG/MEG. Hum Brain Mapp 26:170-7 [Journal] [PubMed]

Klimesch W (1995) Memory processing described as brain oscillations in the EEG-alpha and theta bands Psycoloquy

König P, Engel AK, Roelfsema PR, Singer W (1995) How precise is neuronal synchronization? Neural Comput 7:469-85 [PubMed]

Lachaux JP, Lutz A, Rudrauf D, Cosmelli D, Le Van Quyen M, Martinerie J, Varela F (2002) Estimating the time-course of coherence between single-trial brain signals: an introduction to wavelet coherence. Neurophysiol Clin 32:157-74 [PubMed]

Lachaux JP, Rodriguez E, Le_Van_Quyen M, Martinerie J, Varela F (2000) Studying single trials of phase synchronous activity in the brain Int J Bifurc Chaos 10:2429-2439

Lachaux JP, Rodriguez E, Martinerie J, Varela FJ (1999) Measuring phase synchrony in brain signals. Hum Brain Mapp 8:194-208 [PubMed]

Le Van Quyen M, Foucher J, Lachaux J, Rodriguez E, Lutz A, Martinerie J, Varela FJ (2001) Comparison of Hilbert transform and wavelet methods for the analysis of neuronal synchrony. J Neurosci Methods 111:83-98 [PubMed]

Liang H, Bressler SL, Buffalo EA, Desimone R, Fries P (2005) Empirical mode decomposition of field potentials from macaque V4 in visual spatial attention. Biol Cybern 92:380-92 [Journal] [PubMed]

Liang H, Lin Z, McCallum RW (2000) Artifact reduction in electrogastrogram based on empirical mode decomposition method. Med Biol Eng Comput 38:35-41 [PubMed]

Magrin-Chagnolleau I, Baraniuk R (1999) Empirical mode decomposition based time-frequency attributes Proceedings of the 69th SEG Meeting 18:1949-1952

Mckeown M, Saab R, Abu-Gharbieh R (2005) A combined independent component analysis (ICA)-empirical mode decomposition (EMD) method to infer cortico-muscular coupling Conference on Neural Engineering. Proceedings of the 2nd International IEEE EMBS :679-682

Menon V, Freeman WJ, Cutillo BA, Desmond JE, Ward MF, Bressler SL, Laxer KD, Barbaro N, Gevins AS (1996) Spatio-temporal correlations in human gamma band electrocorticograms. Electroencephalogr Clin Neurophysiol 98:89-102 [PubMed]

Miltner WH, Braun C, Arnold M, Witte H, Taub E (1999) Coherence of gamma-band EEG activity as a basis for associative learning. Nature 397:434-6 [Journal] [PubMed]

Paré D, Curro'Dossi R, Steriade M (1990) Neuronal basis of the parkinsonian resting tremor: a hypothesis and its implications for treatment. Neuroscience 35:217-26 [PubMed]

Pfurtscheller G, Schoegl A (2003) The BCI competition 2003 Dept. of Med. Informatics, Graz University of Technology. Website via

Pradhan N, Dutt DN, Satyam S (1993) A mimetic-based frequency domain technique for automatic generation of EEG reports. Comput Biol Med 23:15-20 [PubMed]

Quian Quiroga R, Kraskov A, Kreuz T, Grassberger P (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 [Journal] [PubMed]

Rilling G, Flandrin P, Goncalves P (2003) On empirical mode decomposition and its algorithms IEEE-EURASIP Workshop on Nonlinear Signal and Image Processing NSIP-03

Rodriguez E, George N, Lachaux JP, Martinerie J, Renault B, Varela FJ (1999) Perception's shadow: long-distance synchronization of human brain activity. Nature 397:430-3 [Journal] [PubMed]

Roelfsema PR, Engel AK, König P, Singer W (1997) Visuomotor integration is associated with zero time-lag synchronization among cortical areas. Nature 385:157-61 [Journal] [PubMed]

Rosenblum M, Pikovsky A, Kurths J (2001) Phase synchronization and coupled oscillators IEEE Trans Circuits Syst 44:874-881

Rosenblum M, Pikovsky A, Kurths J, Schaefer C, Tass P (2001) Phase synchronization: from theory to data analysis (Chapter 9) Neuroinformatics of Handbook of Biological Physics

Saab R, Mckeown M, Myers L, Abu-Gharbich R (2005) A wavelet based approach for the detection of coupling in EEG signals 2nd International IEEE EMBS Conference on Neural Engineering :616

Schiff SJ, So P, Chang T, Burke RE, Sauer T (1996) Detecting dynamical interdependence and generalized synchrony through mutual prediction in a neural ensemble. Phys Rev E Stat Phys Plasmas Fluids Relat Interdiscip Topics 54:6708-6724

Schreiber T, Schmitz A (1996) Improved Surrogate Data for Nonlinearity Tests. Phys Rev Lett 77:635-638 [Journal] [PubMed]

Schwartz M, Bennett W, Stein S (1966) Communication Systems and Techniques

Shiavi R (1991) Introduction to Applied Statistical Signal Analysis

Singer W, Gray CM (1995) Visual feature integration and the temporal correlation hypothesis. Annu Rev Neurosci 18:555-86 [Journal] [PubMed]

Srinivasan R, Russell DP, Edelman GM, Tononi G (1999) Increased synchronization of neuromagnetic responses during conscious perception. J Neurosci 19:5435-48 [PubMed]

Sweeney-Reed CM, Andrade A, Nasuto S (2004) Empirical mode decomposition of EEG signals for synchronisation analysis IEEE EMBSS UKRI Postgraduate Conference on Biomedical Engineering and Medical Physics :15-16

Sweeney-Reed CM, Howroyd JD, Andrade ADO, Nasuto SJ (2005) Empirical mode decomposition for isolation of neural assemblies underlying cognitive acts IEEE EMBSS UKRI Postgraduate Conference on Biomedical Engineering and Medical Physics :21-22

Tass P, Rosenblum M, Weule J, Kurths J, Pikovsky A, Volkmann J, Schnitzler A, Freund H (1998) Detection of n:m phase locking from noisy data: Application to magnetoencephalography Phys Rev Lett 81:3291-3294

Theiler J, Eubank S, Longtin A, Galdrikian B, Farmer JD (1992) Testing for nonlinearity in time seriesthe method of surrogate data Phys D 58:77-94

Torrence C, Compo GP (1998) A practical guide to wavelet analysis Bull Am Meteorol Soc 79:61-78

Torrence C, Webster P (1999) Interdecadal changes in the ENSO-monsoon system J Climatol 12:2679-2690

Varela F, Lachaux JP, Rodriguez E, Martinerie J (2001) The brainweb: phase synchronization and large-scale integration. Nat Rev Neurosci 2:229-39 [Journal] [PubMed]

Varela FJ (1995) Resonant cell assemblies: a new approach to cognitive functions and neuronal synchrony. Biol Res 28:81-95 [PubMed]

Whitton JL, Lue F, Moldofsky H (1978) A spectral method for removing eye movement artifacts from the EEG. Electroencephalogr Clin Neurophysiol 44:735-41 [PubMed]

Wu Z, Huang N (2004) A study of the characteristics of white noise using the empirical mode decomposition method Proc R Soc Lond A 460:1597-1611

Cohen MX (2014) Fluctuations in oscillation frequency control spike timing and coordinate neural networks. J Neurosci 34:8988-98 [Journal] [PubMed]

   Input strength and time-varying oscillation peak frequency (Cohen MX 2014) [Model]

(72 refs)