A Tutorial Review of Electrical Neuroimaging From Group-Average to Single-Trial Event-Related Potentials

REFERENCES

• Baillet , S. , Mosher , J. C. and Leahy , R. M. 2001 . Electromagnetic brain mapping . IEEE Signal Processing Magazine , November : 14 – 30 .
   Google Scholar
• Bernasconi , F. , De Lucia , M. , Tzovara , A. , Manuel , A. , Murray , M. M. and Spierer , L. 2011 . Noise in brain activity engenders perception and influences discrimination sensitivity . Journal of Neuroscience , 31 ( 49 ) : 17971 – 17981 .
   Google Scholar
• Brandeis , D. , Naylor , H. , Halliday , R. , Callaway , E. and Yano , L. 1992 . Scopolamine effects on visual information processing, attention, and event-related potential map latencies . Psychophysiology , 29 : 315 – 136 .
   Google Scholar
• Brunet , D. , Murray , M. M. and Michel , C. M. 2011 . Spatio temporal analysis of multichannel EEG: CARTOOL . Computational Intelligence and Neuroscience , : 813 – 870 .
   Google Scholar
• De Lucia , M. , Camen , C. , Clarke , S. and Murray , M. M. 2009 . The role of actions in auditory object Discrimination . Neuroimage , 48 ( 2 ) : 475 – 485 .
   Google Scholar
• De Lucia , M. , Michel , C. M. , Clarke , S. and Murray , M. M. Information Technology Applications in Biomedicine 2007, 6th International Special Topic Conference . November 8–11 . pp. 95 – 98 .
   Google Scholar
• De Lucia , M. , Michel , C. M. and Murray , M. M. 2010 . Comparing ICA-based and single-trial topographic ERP analyses . Brain Topography , 23 ( 2 ) : 119 – 127 .
   Google Scholar
• De Lucia , M. , Tzovara , A. , Bernasconi , F. , Spierer , L. and Murray , M. M. 2012 . Auditory perceptual decision-making based on semantic categorization of environmental sounds . Neuroimage , 60 ( 3 ) : 1704 – 1715 .
   Google Scholar
• Dempster , A. , Laird , N. and Rubin , D. 1977 . Maximum likelihood from incomplete data via the EM algorithm (with discussion) . Journal of the Royal Statistical Society: Series B , 39 : 1 – 38 .
   Google Scholar
• Desmedt , J. E. , Tomberg , C. , Noel , P. and Ozaki , I. 1990 . Beware of the average reference in brain mapping . Electroencephalography and Clinical Neurophysiology Supplement , 41 : 22 – 27 .
   Google Scholar
• Fender , D. H. 1987 . “ Source localisation of brain electrical activity ” . In Handbook of electroencephalography and clinical neurophysiology. Vol. 1: Methods of analysis of brain electrical and magnetic signals , Edited by: Gevins , A. S. and Remond , A. 355 – 399 . Amsterdam , , Netherlands : Elsevier .
   Google Scholar
• Genovese , C. R. , Lazar , N. A. and Nichols , T. 2002 . Thresholding of statistical maps in functional neuroimaging using the false discovery rate . Neuroimage , 15 : 870 – 878 .
   Google Scholar
• Guo , F. , Hong , B. , Gao , X. and Gao , S. 2008 . A brain–computer interface using motion-onset visual evoked potential . Journal of Neural Engineering , 5 : 477 – 485 .
   Google Scholar
• Guthrie , D. and Buchwald , J. S. 1991 . Significance testing of difference potentials . Psychophysiology , 28 ( 2 ) : 240 – 244 .
   Google Scholar
• Haynes , J. D. and Rees , G. 2006 . Decoding mental states from brain activity in humans . Nature Reviews Neuroscience , 7 : 523 – 534 .
   Google Scholar
• He , B. and Lian , J. 2002 . High-resolution spatio-temporal functional neuroimaging of brain activity . Critical Reviews in Biomedical Engineering , 30 : 283 – 306 .
   Google Scholar
• Kayser , J. and Tenke , C. E. 2010 . In search of the Rosetta Stone for scalp EEG: Converging on reference-free techniques . Clinical Neurophysiology, , 21 ( 12 ) : 1973 – 1975 .
   Google Scholar
• Koenig , T. , Kottlow , M. , Stein , M. and Melie-García , L. 2011 . Ragu: A free tool for the analysis of EEG and MEG event-related scalp field data using global randomization statistics . Computational Intelligence and Neuroscience , : 938 – 925 .
   Google Scholar
• Koenig , T. and Melie-García , L. 2010 . A method to determine the presence of averaged event-related fields using randomization tests . Brain Topography , 23 ( 3 ) : 233 – 242 . Epub April 8, 2010
   Google Scholar
• Kriegeskorte , N. 2011 . Pattern-information analysis: From stimulus decoding to computational-model testing . Neuroimage , 56 ( 2 ) : 411 – 421 .
   Google Scholar
• Kriegeskorte , N. , Simmons , W. K. , Bellgowan , P. S. F. and Baker , C. I. 2009 . Circular analysis in systems neuroscience: The dangers of double dipping . Nature Neuroscience, , 12 : 535 – 540 .
   Google Scholar
• Lehmann , D. 1987 . “ Principles of spatial analysis ” . In Handbook of electroencephalography and clinical neurophysiology. Vol. 1: Methods of analysis of brain electrical and magnetic signals , Edited by: Gevins , A. S. and Remond , A. 309 – 354 . Amsterdam , , Netherlands : Elsevier .
   Google Scholar
• Lehmann , D. and Skrandies , W. 1980 . Reference-free identification of components of checkerboard-evoked multichannel potential fields . Electroencephalography and Clinical Neurophysiology , 48 : 609 – 621 .
   Google Scholar
• Lenhardt , A. , Kaper , M. and Ritter , H. J. 2008 . An adaptive P300-based online brain–computer interface . IEEE Transactions on Neural Systems and Rehabilitation Engineering , 16 ( 2 ) : 121 – 130 .
   Google Scholar
• Macmillan , N. A. and Creelman , D. C. 2005 . Detection theory: A user's guide , 2nd , Mahwah , NJ : Lawrence Erlbaum Associates .
   Google Scholar
• Manly , B. F. 1991 . Randomization and Monte Carlo methods in biology , London , , England : Chapman Hall .
   Google Scholar
• Michel , C. M. , Murray , M. M. , Lantz , G. , Gonzalez , S. , Spinelli , L. and Grave de Peralta , R. 2004 . EEG source imaging . Clinical Neurophysiology , 115 : 2195 – 2222 .
   Google Scholar
• Michel , C. M. , Seeck , M. and Landis , T. 1999 . Spatio-temporal dynamics of human cognition . News in Physiological Sciences , 14 : 206 – 214 .
   Google Scholar
• Michel , C. M. , Thut , G. , Morand , S. , Khateb , A. , Pegna , A. J. , Grave de Peralta , R. , Gonzalez , S. , Seeck , M. and Landis , T. 2001 . Electric source imaging of human cognitive brain functions . Brain Research Reviews , 36 : 108 – 118 .
   Google Scholar
• Murray , M. M. , Brunet , D. and Michel , C. M. 2008 . Topographic ERP analyses: A step-by-step tutorial review . Brain Topography , 20 : 249 – 264 .
   Google Scholar
• Murray , M. M. , De Lucia , M. , Brunet , D. and Michel , C. M. 2009 . “ Principles of topographic analyses of electrical neuroimaging ” . In Event-related potentials II: Advances in ERP, EEG, & MEG Analysis , Edited by: Handy , T. C. 21 – 53 . Cambridge , MA : MIT Press .
   Google Scholar
• Pascual-Marqui , R. D. , Michel , C. M. and Lehmann , D. 1995 . Segmentation of brain electrical activity into microstates, model estimation and validation . IEEE Transactions on Neural Systems and Rehabilitation Engineering , 42 : 658 – 665 .
   Google Scholar
• Pegna , A. J. , Khateb , A. , Spinelli , L. , Seeck , M. , Landis , T. and Michel , C. M. 1997 . Unravelling the cerebral dynamics of mental imagery . Human Brain Mapping , 5 : 410 – 421 .
   Google Scholar
• Perrin , F. , Pernier , J. , Bertrand , O. , Giard , M. H. and Echallier , J. F. 1987 . Mapping of scalp potentials by surface spline interpolation . Electroencephalography and Clinical Neurophysiology , 66 : 75 – 81 .
   Google Scholar
• Picton , T. W. , Bentin , S. , Berg , P. , Donchin , E. , Hillyard , S. A. , Johnson , R. Jr., … and Taylor , M. J. 2000 . Guidelines for using human event-related potentials to study cognition: Recording standards and publication criteria . Psychophysiology , 37 : 127 – 152 .
   Google Scholar
• Plonsey , R. and Heppner , D. B. 1967 . Considerations of quasistationarity in electrophysiological systems . Bulletin of Mathematical Biophysics , 29 : 657 – 664 .
   Google Scholar
• Pourtois , G. , Thut , G. , Grave de Peralta , R. , Michel , C. M. and Vuilleumier , P. 2005 . Two electrophysiological stages of spatial orienting toward fearful faces: Early temporo-parietal activation preceding gain control in extrastriate visual cortex . Neuroimage , 26 : 149 – 163 .
   Google Scholar
• Spierer , L. , Tardif , E. , Sperdin , H. , Murray , M. M. and Clarke , S. 2007 . Learning-induced plasticity in auditory spatial representations revealed by electrical neuroimaging . Journal of Neuroscience , 27 : 5474 – 5483 .
   Google Scholar
• Tibshirani , R. , Walther , G. , Botstein , D. and Brown , P. 2005 . Cluster validation by prediction trength . Journal of Computational and Graphical Statistics , 14 : 511 – 528 .
   Google Scholar
• Tzovara , A. , Murray , M. M. , Bourdaud , N. , Chavarriaga , R. , del R. Millán , J. and De Lucia , M. 2012 . The timing of exploratory decision-making revealed by single-trial topographic EEG analyses . NeuroImage , 60 ( 4 ) : 1959 – 1969 .
   Google Scholar
• Tzovara , A. , Murray , M. M. , Plomp , G. , Herzog , M. H. , Michel , C. M. and De Lucia , M. 2012 . Decoding stimulus-related information from single-trial EEG responses based on voltage topographies . Pattern Recognition , 45 ( 6 ) : 2109 – 2122 .
   Google Scholar
• Vaughan , H. G. Jr. 1982 . The neural origins of human event-related potentials . Annals of the New York Academy of Science , 388 : 125 – 138 .
   Google Scholar