4 The Analysis of Event-Related Potentials
79
18. M. Congedo, EEG Source Analysis. Dissertation, University of Grenoble Alpes, 2013
19. M. Congedo, A. Barachant, R. Bhatia, Riemannian geometry for EEG-based brain-computer
interfaces; a primer and a review. BCI 4, 155–174 (2017)
20. M. Congedo, C. Gouy-Pailler, C. Jutten, On the blind source separation of human electroencephalogram by approximate joint diagonalization of second order statistics. Clin. Neurophysiol. 119, 2677–2686 (2008)
21. M. Congedo, M. Goyat, N. Tarrin et al., in “Brain Invaders”: A Prototype of an Open-Source
P300- Based Video Game Working with the OpenViBE. 5th International Brain-Computer
Interface Conference, Graz, Austria, September 2011. (2011), pp. 280–283
22. M. Congedo, L. Korczowski, A. Delorme et al., Spatio-temporal common pattern; a reference
companion method for ERP analysis. J. Neurosci. Methods 267, 74–88 (2016)
23. M. Congedo, F.H. Lopes da Silva, Event-related potentials: general aspects of methodology and quantification, in Niedermeyer’s Electroencephalography, Basic Principles, Clinical
Applications, and Related Fields, ed. by D.L. Schomer, F.H. Lopes da Silva (Oxford University
Press, Oxford, 2017)
24. M. Congedo, S. Rousseau, C. Jutten, An introduction to EEG source analysis with an illustration of a study on error-related potentials, in Guide to Brain-Computer Music Interfacing,
ed. by E. Miranda, J. Castet (Springer, London, 2014), p. 313
25. A. Delorme, J. Palmer, J. Onton et al., Independent EEG sources are dipolar. PLoS One 7,
e30135 (2012)
26. A. Delorme, T. Sejnowski, S. Makeig, Enhanced detection of artifacts in EEG data using
higher-order statistics and independent component analysis. Neuroimage 34, 1443–1449
(2007)
27. J. Dien, Evaluating two-step PCA of ERP data with Geomin, Infomax, Oblimin, Promax, and
Varimax rotations. Psychophysiology 47, 170–183 (2010)
28. E. Donchin, A multivariate approach to the analysis of average evoked potentials. IEEE Trans.
Biomed. Eng. 3, 131–139 (1966)
29. E. Donchin, Discriminant analysis in average evoked response studies: the study of single
trial data. Electroencephalogr. Clin. Neurophysiol. 27, 311–314 (1969)
30. E.S. Edgington, Randomization Tests, 3rd edn. (Marcel Dekker, New York, 1995)
31. M. Falkenstein, J. Hohnsbein, J. Hoormann et al., Effects of crossmodal divided attention on
late ERP components. II. Error processing in choice reaction tasks. Electroencephalogr. Clin.
Neurophysiol. 78, 447–455 (1991)
32. A. Farcomeni, L. Finos, FDR control with pseudo-gatekeeping based on possibly data driven
order of The hypotheses. Biometrics 69, 606–613 (2013)
33. F. Farooq, P. Kidmose, in Random Forest Classification for P300 Based Brain Computer
Interface Applications. 21th European Signal Processing Conference, Marrakech, Morocco,
September 2013. (2013) pp. 1–5
34. L.A. Farwell, E. Donchin, Talking off the top of your head: toward a mental prothesis utilizing
event-related brain potentials. Electroencephalogr. Clin. Neurophysiol. 70, 510–523 (1988)
35. R.A. Fisher, Design of Experiments (Oliver and Boyd, Edinburgh, 1935)
36. W.J. Freeman, Mechanism and significance of global coherence in scalp EEG. Curr. Opin.
Neurobiol. 31, 199–205 (2015)
37. D. Gabor, Theory of communication. J. IEE (London) 93, 429–457 (1946)
38. W. Guo, M.B. Rao, On control of the false discovery rate under no assumption of dependency.
J. Stat. Plan. Interference 138, 3176–3188 (2008)
39. F.J. Harris, On the use of windows for harmonic analysis with the discrete Fourier transform.
Proc. IEEE 66, 51–83 (1978)
40. R. Heller, D. Yekutieli, Replicability analysis for genome-wide association studies. Ann.
Appl. Stat. 8, 481–498 (2014)
41. Y. Hochberg, A.C. Tamhane, Multiple Comparison Procedures (Wiley, Hoboken, NJ, 1987)
42. S. Holm, A simple sequentially rejective multiple test procedure. Scand. J. Stat. 6, 65–70
(1979)
79
18. M. Congedo, EEG Source Analysis. Dissertation, University of Grenoble Alpes, 2013
19. M. Congedo, A. Barachant, R. Bhatia, Riemannian geometry for EEG-based brain-computer
interfaces; a primer and a review. BCI 4, 155–174 (2017)
20. M. Congedo, C. Gouy-Pailler, C. Jutten, On the blind source separation of human electroencephalogram by approximate joint diagonalization of second order statistics. Clin. Neurophysiol. 119, 2677–2686 (2008)
21. M. Congedo, M. Goyat, N. Tarrin et al., in “Brain Invaders”: A Prototype of an Open-Source
P300- Based Video Game Working with the OpenViBE. 5th International Brain-Computer
Interface Conference, Graz, Austria, September 2011. (2011), pp. 280–283
22. M. Congedo, L. Korczowski, A. Delorme et al., Spatio-temporal common pattern; a reference
companion method for ERP analysis. J. Neurosci. Methods 267, 74–88 (2016)
23. M. Congedo, F.H. Lopes da Silva, Event-related potentials: general aspects of methodology and quantification, in Niedermeyer’s Electroencephalography, Basic Principles, Clinical
Applications, and Related Fields, ed. by D.L. Schomer, F.H. Lopes da Silva (Oxford University
Press, Oxford, 2017)
24. M. Congedo, S. Rousseau, C. Jutten, An introduction to EEG source analysis with an illustration of a study on error-related potentials, in Guide to Brain-Computer Music Interfacing,
ed. by E. Miranda, J. Castet (Springer, London, 2014), p. 313
25. A. Delorme, J. Palmer, J. Onton et al., Independent EEG sources are dipolar. PLoS One 7,
e30135 (2012)
26. A. Delorme, T. Sejnowski, S. Makeig, Enhanced detection of artifacts in EEG data using
higher-order statistics and independent component analysis. Neuroimage 34, 1443–1449
(2007)
27. J. Dien, Evaluating two-step PCA of ERP data with Geomin, Infomax, Oblimin, Promax, and
Varimax rotations. Psychophysiology 47, 170–183 (2010)
28. E. Donchin, A multivariate approach to the analysis of average evoked potentials. IEEE Trans.
Biomed. Eng. 3, 131–139 (1966)
29. E. Donchin, Discriminant analysis in average evoked response studies: the study of single
trial data. Electroencephalogr. Clin. Neurophysiol. 27, 311–314 (1969)
30. E.S. Edgington, Randomization Tests, 3rd edn. (Marcel Dekker, New York, 1995)
31. M. Falkenstein, J. Hohnsbein, J. Hoormann et al., Effects of crossmodal divided attention on
late ERP components. II. Error processing in choice reaction tasks. Electroencephalogr. Clin.
Neurophysiol. 78, 447–455 (1991)
32. A. Farcomeni, L. Finos, FDR control with pseudo-gatekeeping based on possibly data driven
order of The hypotheses. Biometrics 69, 606–613 (2013)
33. F. Farooq, P. Kidmose, in Random Forest Classification for P300 Based Brain Computer
Interface Applications. 21th European Signal Processing Conference, Marrakech, Morocco,
September 2013. (2013) pp. 1–5
34. L.A. Farwell, E. Donchin, Talking off the top of your head: toward a mental prothesis utilizing
event-related brain potentials. Electroencephalogr. Clin. Neurophysiol. 70, 510–523 (1988)
35. R.A. Fisher, Design of Experiments (Oliver and Boyd, Edinburgh, 1935)
36. W.J. Freeman, Mechanism and significance of global coherence in scalp EEG. Curr. Opin.
Neurobiol. 31, 199–205 (2015)
37. D. Gabor, Theory of communication. J. IEE (London) 93, 429–457 (1946)
38. W. Guo, M.B. Rao, On control of the false discovery rate under no assumption of dependency.
J. Stat. Plan. Interference 138, 3176–3188 (2008)
39. F.J. Harris, On the use of windows for harmonic analysis with the discrete Fourier transform.
Proc. IEEE 66, 51–83 (1978)
40. R. Heller, D. Yekutieli, Replicability analysis for genome-wide association studies. Ann.
Appl. Stat. 8, 481–498 (2014)
41. Y. Hochberg, A.C. Tamhane, Multiple Comparison Procedures (Wiley, Hoboken, NJ, 1987)
42. S. Holm, A simple sequentially rejective multiple test procedure. Scand. J. Stat. 6, 65–70
(1979)