Dr Guillaume Rousselet
- Senior Lecturer (Centre for Cognitive Neuroimaging)
telephone:
01413306652
email:
Guillaume.Rousselet@glasgow.ac.uk
pronouns:
He/him/his
R652 Level 6, 62 Hillhead Street, Glasgow G12 8QB
https://orcid.org/0000-0003-0006-8729Research interests
After a degree in biology & ecology (Amiens, France, 1997), a degree in cognitive science (Marseille, France, 1999), and a Ph.D. in cognitive science under the supervision of Michèle Fabre-Thorpe (Cerco, Toulouse, France, 2003), I worked with Patrick Bennett and Allison Sekuler as a postdoctoral fellow (McMaster University, Hamilton, ON, Canada). I joined the University of Glasgow in September 2006. My research focuses on the fast visual processing of objects, faces, and natural scenes and how it is affected by ageing. I'm also researching into ways to improve behavioural and ERP data analyses and the quantification of individual differences.
I'm an associate editor at the European Journal of Neuroscience.
Social media
Blog: https://garstats.wordpress.com
Twitter: https://twitter.com/robustgar
Recent papers
- Nieuwland, M.S., Politzer-Ahles, S., Heyselaar, E., Segaert, K., Darley, E., Kazanina, N., Von Grebmer Zu Wolfsthurn, S., Bartolozzi, F., Kogan, V., Ito, A., Meziere, D., Barr, D.J., Rousselet, G.A., Ferguson, H.J., Busch-Moreno, S., Fu, X., Tuomainen, J., Kulakova, E., Husband, E.M., Donaldson, D.I., Kohut, Z., Rueschemeyer, S.A. & Huettig, F. (2018)
Large-scale replication study reveals a limit on probabilistic prediction in language comprehension.
eLife 2018;7:e33468 DOI: 10.7554/eLife.33468 - Wilcox, R. & Rousselet, G. (2018)
A guide to robust statistical methods in neuroscience.
Current Protocols in Neuroscience 82: 8.42.1–8.42.30. doi: 10.1002/cpns.41 - Rousselet, G., Pernet, C. & Wilcox, R. (2017)
Beyond differences in means: robust graphical methods to compare two groups in neuroscience.
European Journal of Neuroscience 46(2):1738-1748. doi: 10.1111/ejn.13610 - Rousselet, G.A., Foxe, J.J. & Bolam, J.P. (2016)
A few simple steps to improve the description of group results in neuroscience.
European Journal of Neuroscience https://doi.org/10.1111/ejn.13400 - Robin A. A. Ince, Kasia Jaworska, Joachim Gross, Stefano Panzeri, Nicola J. van Rijsbergen, Guillaume A. Rousselet and Philippe G. Schyns (2016)
The Deceptively Simple N170 Reflects Network Information Processing Mechanisms Involving Visual Feature Coding and Transfer Across Hemispheres.
Cerebral Cortex 26 (11): 4123-4135 https://doi.org/10.1093/cercor/bhw196
Selected reproducibility & data packages
- Wilcox, Rand; Rousselet, Guillaume (2017): A guide to robust statistical methods in neuroscience. figshare. https://doi.org/10.6084/m9.figshare.5114275.v1
- Rousselet, Guillaume; Pernet, Cyril; Wilcox, Rand (2016): Beyond differences in means: robust graphical methods to compare two groups in neuroscience. figshare.
https://dx.doi.org/10.6084/m9.figshare.4055970 - Rousselet, Guillaume (2016): A few simple steps to improve the description of group results in neuroscience. figshare.
https://dx.doi.org/10.6084/m9.figshare.3806487 - Bieniek MM, Bennett PJ, Sekuler AB, Rousselet GA (2015)
Data from: A robust and representative lower bound on object processing speed in humans. Dryad Digital Repository. http://dx.doi.org/10.5061/dryad.46786 - Rousselet, Guillaume; Bieniek, Magdalena; Bennett, Patrick; Sekuler, Allison (2015)
Face-noise ERP onsets from 194 recording sessions. figshare.
http://doi.org/10.6084/m9.figshare.1588513 - Rousselet GA, Ince RAA, van Rijsbergen NJ, Schyns PG (2014)
Data from: Eye coding mechanisms in early human face event-related potentials.
Dryad Digital Repository. http://dx.doi.org/10.5061/dryad.8m2g3
Publications
2024
Rousselet, G. A. (2024) Using cluster-based permutation tests to estimate MEG/EEG onsets: how bad is it? European Journal of Neuroscience, (doi: 10.1111/ejn.16618) (PMID:39617724) (Early Online Publication)
Wilcox, R. R. and Rousselet, G. A. (2024) A quantile shift approach to main effects and interactions in a 2-by-2 design. Methodology, 20(1), pp. 47-71. (doi: 10.5964/meth.12271)
Neve, J. and Rousselet, G. (2024) The evolution of data sharing practices in the psychological literature. Meta-Psychology, (Accepted for Publication)
Taylor, J. E. , Rousselet, G. and Sereno, S. C. (2024) Can prediction error explain predictability effects on the N1 during picture-word verification? Imaging Neuroscience, 2, pp. 1-24. (doi: 10.1162/imag_a_00131)
2023
Rousselet, G. , Pernet, C. R. and Wilcox, R. R. (2023) An introduction to the bootstrap: a versatile method to make inferences by using data-driven simulations. Meta-Psychology, 7, (doi: 10.15626/MP.2019.2058)
Taylor, J. E. , Rousselet, G. A. , Scheepers, C. and Sereno, S. C. (2023) Rating norms should be calculated from cumulative link mixed effects models. Behavior Research Methods, 55, pp. 2175-2196. (doi: 10.3758/s13428-022-01814-7) (PMID:36103049) (PMCID:PMC10439063)
Wilcox, R. and Rousselet, G. (2023) Methods for dealing with bad data and inadequate models: distributions, linear models, and beyond. In: Knight, K. (ed.) APA Handbook of Research Methods in Psychology [2nd ed.]. Vol. 3: Data Analysis and Research Publication. American Psychological Association. ISBN 9781433841231
Wilcox, R. R. and Rousselet, G. A. (2023) An updated guide to robust statistical methods in neuroscience. Current Protocols in Neuroscience, 3(3), e719. (doi: 10.1002/cpz1.719) (PMID:36971417)
2022
Pernet, C., Mas, I. S., Rousselet, G. , Martinez, R., Wilcox, R. and Delorme, A. (2022) Electroencephalography robust statistical linear modelling using a single weight per trial. Aperture Neuro, 2022(7), 51. (doi: 10.52294/2e69f7cc-f061-40ad-ad77-017110464dfd)
2021
Rousselet, G. A. , Pernet, C. R. and Wilcox, R. R. (2021) The percentile bootstrap: a primer with step-by-step instructions in R. Advances in Methods and Practices in Psychological Science, 4(1), pp. 1-10. (doi: 10.1177/2515245920911881)
2020
Rousselet, G. A. and Wilcox, R. R. (2020) Reaction times and other skewed distributions: problems with the mean and the median. Meta-Psychology, 4, MP.2019.16. (doi: 10.15626/MP.2019.1630)
Jaworska, K. , Yi, F., Ince, R. A.A. , Van Rijsbergen, N. J. , Schyns, P. G. and Rousselet, G. A. (2020) Healthy ageing delays the neural processing of face features relevant for behaviour by 40 ms. Human Brain Mapping, 41(5), pp. 1212-1225. (doi: 10.1002/hbm.24869) (PMID:31782861) (PMCID:PMC7268067)
Nieuwland, M. S. et al. (2020) Dissociable effects of prediction and integration during language comprehension: evidence from a large-scale study using brain potentials. Proceedings of the Royal Society of London Series B: Biological Sciences, 375, 20180522. (doi: 10.1098/rstb.2018.0522) (PMID:31840593)
2019
Rousselet, G. A. , Hazell, G., Cooke, A. and Dalley, J. W. (2019) Promoting and supporting credibility in neuroscience. Brain and Neuroscience Advances, 3, pp. 1-4. (doi: 10.1177/2398212819844167)
2018
Nieuwland, M. S. et al. (2018) Large-scale replication study reveals a limit on probabilistic prediction in language comprehension. eLife, 7, e33468. (doi: 10.7554/eLife.33468.001)
Wilcox, R. R. and Rousselet, G. A. (2018) A guide to robust statistical methods in neuroscience. In: Gerfen, C., Holmes, A., Sibley, D., Skolnick, P. and Wray, S. (eds.) Current Protocols in Neuroscience. Wiley. ISBN 9780471142300 (doi: 10.1002/cpns.41)
Wilcox, R. R., Rousselet, G. A. and Pernet, C. R. (2018) Improved methods for making inferences about multiple skipped correlations. Journal of Statistical Computation and Simulation, 88(16), pp. 3116-3131. (doi: 10.1080/00949655.2018.1501051)
2017
Rousselet, G. , Pernet, C. R. and Wilcox, R. R. (2017) Beyond differences in means: robust graphical methods to compare two groups in neuroscience. European Journal of Neuroscience, 46(2), pp. 1738-1748. (doi: 10.1111/ejn.13610) (PMID:28544058)
Ince, R. A.A. , Giordano, B., Kayser, C., Rousselet, G. A. , Gross, J. and Schyns, P. G. (2017) A statistical framework for neuroimaging data analysis based on mutual information estimated via a Gaussian copula. Human Brain Mapping, 38(3), pp. 1541-1573. (doi: 10.1002/hbm.23471) (PMID:27860095) (PMCID:PMC5324576)
2016
Rousselet, G. A. , Foxe, J. J. and Bolam, J. P. (2016) A few simple steps to improve the description of group results in neuroscience. European Journal of Neuroscience, 44(9), pp. 2647-2651. (doi: 10.1111/ejn.13400) (PMID:27628462)
Ince, R. A.A. , Jaworska, K. , Gross, J. , Panzeri, S., Van Rijsbergen, N. J. , Rousselet, G. A. and Schyns, P. G. (2016) The deceptively simple N170 reflects network information processing mechanisms involving visual feature coding and transfer across hemispheres. Cerebral Cortex, 26(11), pp. 4123-4135. (doi: 10.1093/cercor/bhw196) (PMID:27550865) (PMCID:PMC5066825)
Bieniek, M. M., Bennett, P. J., Sekuler, A. B. and Rousselet, G. A. (2016) A robust and representative lower bound on object processing speed in humans. European Journal of Neuroscience, 44(2), pp. 1804-1814. (doi: 10.1111/ejn.13100) (PMID:26469359) (PMCID:PMC4982026)
Madec, S., Le Goff, K., Riès, S. K., Legou, T., Rousselet, G. , Courrieu, P., Alario, F.-X., Grainger, J. and Rey, A. (2016) The time course of visual influences in letter recognition. Cognitive, Affective and Behavioral Neuroscience, 16(3), pp. 406-414. (doi: 10.3758/s13415-015-0400-5) (PMID:26742753)
2015
Ince, R. A.A. , Van Rijsbergen, N. J. , Thut, G. , Rousselet, G. A. , Gross, J. , Panzeri, S. and Schyns, P. G. (2015) Tracing the flow of perceptual features in an algorithmic brain network. Scientific Reports, 5, 17681. (doi: 10.1038/srep17681) (PMID:26635299) (PMCID:PMC4669501)
2014
Salvia, E., Bestelmeyer, P. E., Kotz, S., Rousselet, G. A. , Pernet, C. R., Gross, J. and Belin, P. (2014) Single-subject analyses of magnetoencephalographic evoked responses to the acoustic properties of affective non-verbal vocalizations. Frontiers in Neuroscience, 8, p. 422. (doi: 10.3389/fnins.2014.00422) (PMID:25565951) (PMCID:PMC4273656)
Van Rijsbergen, N. , Jaworska, K., Rousselet, G. A. and Schyns, P. G. (2014) With age comes representational wisdom in social signals. Current Biology, 24(23), pp. 2792-2796. (doi: 10.1016/j.cub.2014.09.075) (PMID:25455036) (PMCID:PMC4251953)
Rousselet, G. A. , Ince, R. A.A. , van Rijsbergen, N. J. and Schyns, P. G. (2014) Eye coding mechanisms in early human face event-related potentials. Journal of Vision, 14(13), Art. 7. (doi: 10.1167/14.13.7) (PMID:25385898)
Pernet, C.R., Latinus, M., Nichols, T.E. and Rousselet, G.A. (2014) Cluster-based computational methods for mass univariate analyses of event-related brain potentials/fields: A simulation study. Journal of Neuroscience Methods, 25(SI), pp. 85-93. (doi: 10.1016/j.jneumeth.2014.08.003) (PMID:25128255) (PMCID:PMC4510917)
2013
Bieniek, M.M., Frei, L.S. and Rousselet, G.A. (2013) Early ERPs to faces: aging, luminance, and individual differences. Frontiers in Psychology, 4(268), (doi: 10.3389/fpsyg.2013.00268)
Pernet, C.R., Rand, W. and Rousselet, G.A. (2013) Robust correlation analyses: false positive and power validation using a new open source Matlab toolbox. Frontiers in Psychology, 3(606), (doi: 10.3389/fpsyg.2012.00606)
2012
Bieniek, M.M., Pernet, C.R. and Rousselet, G.A. (2012) Early ERPs to faces and objects are driven by phase, not amplitude spectrum information: evidence from parametric, test-retest, single-subject analyses. Journal of Vision, 12(13), Art. 12. (doi: 10.1167/12.13.12)
Rousselet, G. (2012) Does filtering preclude us from studying ERP time-courses? Frontiers in Psychology, 3, (doi: 10.3389/fpsyg.2012.00131)
Rousselet, G.A. and Pernet, C.R. (2012) Improving standards in brain-behavior correlation analyses. Frontiers in Human Neuroscience, 6, p. 119. (doi: 10.3389/fnhum.2012.00119)
2011
Gaspar, C. M., Rousselet, G. A. and Pernet, C. R. (2011) Reliability of ERP and single-trial analyses. NeuroImage, 58(2), pp. 620-629. (doi: 10.1016/j.neuroimage.2011.06.052) (PMID:21741482)
Pernet, C., Sajda, P. and Rousselet, G. (2011) Single-trial analyses: why bother? Frontiers in Psychology, 2, (doi: 10.3389/fpsyg.2011.00322)
Pernet, C.R., Chauveau, N., Gaspar, C. and Rousselet, G.A. (2011) LIMO EEG: A Toolbox for hierarchical LInear MOdeling of ElectroEncephaloGraphic data. Computational Intelligence and Neuroscience, 2011, (doi: 10.1155/2011/831409)
Rousselet, G. and Pernet, C.R. (2011) Robust statistics show no evidence for a relationship between fiber density and memory performance. Proceedings of the National Academy of Sciences of the United States of America, 108(35), E598. (doi: 10.1073/pnas.1109188108)
Rousselet, G.A. , Gaspar, C.M., Wieczorek, K.P. and Pernet, C.R. (2011) Modeling single-trial ERP reveals modulation of bottom-up face visual processing by top-down task constraints (in some subjects). Frontiers in Psychology, (doi: 10.3389/fpsyg.2011.00137)
Rousselet, G.A. and Pernet, C.R. (2011) Quantifying the time course of visual object processing using ERPs: it's time to up the game. Frontiers in Psychology, 2(107), (doi: 10.3389/fpsyg.2011.00107)
Rousselet, G.A. , Pernet, C.R., Caldara, R. and Schyns, P.G. (2011) Visual object categorization in the brain: what can we really learn from ERP peaks? Frontiers in Human Neuroscience, 5, p. 156. (doi: 10.3389/fnhum.2011.00156)
2010
Vizioli, L., Rousselet, G.A. and Caldara, R. (2010) Neural repetition suppression to identity is abolished by other-race faces. Proceedings of the National Academy of Sciences of the United States of America, 107(46), pp. 20081-20086. (doi: 10.1073/pnas.1005751107)
Bruckert, L., Bestelmeyer, P., Latinus, M., Rouger, J., Charest, I., Rousselet, G.A., Kawahara, I. and Belin, P. (2010) Vocal attractiveness increases by averaging. Current Biology, 20(2), pp. 116-120. (doi: 10.1016/j.cub.2009.11.034) (PMID:20129047)
Rousselet, G. , Gaspar, C., Pernet, C., Husk, J., Bennett, P. and Sekuler, A. (2010) Healthy aging delays scalp EEG sensitivity to noise in a face discrimination task. Frontiers in Psychology, 1, p. 19. (doi: 10.3389/fpsyg.2010.00019)
Vizioli, L., Foreman, K., Rousselet, G.A. and Caldara, R. (2010) Inverting Faces Elicits Sensitivity to Race on the N170 Component: a Cross-Cultural Study. Journal of Vision(1), pp. 1-23. (doi: 10.1167/10.1.15)
2009
Rousselet, G. , Husk, J., Pernet, C., Gaspar, C., Bennett, P. and Sekuler, A. (2009) Age-related delay in information accrual for faces: Evidence from a parametric, single-trial EEG approach. BMC Neuroscience, (doi: 10.1167/9.8.545)
Gaspar, C.M. and Rousselet, G.A. (2009) How do amplitude spectra influence rapid animal detection? Vision Research(49), pp. 3001-3012.
Joubert, O.R., Rousselet, G.A. , Fabre-Thorpe, M. and Fize, D. (2009) Rapid visual categorization of natural scene contexts with equalized amplitude spectrum and increasing phase noise. Journal of Vision, 9(1), pp. 1-16.
Pernet, C., Poline, J.-B., Demonet, J.-F. and Rousselet, G.A. (2009) Brain classification reveals the right cerebellum as the best biomarker of dyslexia. BMC Neuroscience, 10(67),
2008
Rousselet, G.A. , Pernet, C.R., Bennett, P.J. and Sekuler, A.B. (2008) Parametric study of EEG sensitivity to phase noise during face processing. BMC Neuroscience, 9(98), (doi: 10.1186/1471-2202-9-98)
Rousselet, G.A. , Husk, J.S., Bennett, P.J. and Sekuler, A.B. (2008) Time course and robustness of ERP object and face differences. Journal of Vision, 8(12), Art. 3. (doi: 10.1167/8.12.3)
Joubert, O., Fize, D., Rousselet, G.A. and Fabre-Thorpe, M. (2008) Early interference of context congruence on object processing in rapid visual categorization of natural scenes. Journal of Vision, 8(40495), pp. 1-18.
2007
Rousselet, G. A. , Husk, J. S., Bennett, P. J. and Sekuler, A. B. (2007) Single-trial EEG dynamics of object and face visual processing. NeuroImage, 36(3), pp. 843-862. (doi: 10.1016/j.neuroimage.2007.02.052) (PMID:17475510)
Bentin, S., Taylor, M.J., Rousselet, G.A. , Itier, R.J., Caldara, R., Schyns, P.G. and et, a. (2007) Controlling interstimulus perceptual variance does not abolish N170 face sensitivity. Nature Neuroscience, 10(7), pp. 801-802.
Rousselet, G. (2007) Processing scene context: Fast categorization and object interference. Vision Research, 47(26), pp. 3286-3297.
Rousselet, G.A. , Macé, M.J.-M., Thorpe, S.J. and Fabre-Thorpe, M. (2007) Limits of ERP differences in tracking object processing speed. Journal of Cognitive Neuroscience, 19(8), pp. 1241-1258.
Rousselet, G. , Mace, M., Thorpe, S. and Fabre-Thorpe, M. (2007) Limits of event-related potential differences in tracking object processing speed. Journal of Cognitive Neuroscience, 19, pp. 1241-1258.
2005
Rousselet, G.A. , Husk, J.S., Bennett, P.J. and Sekuler, A.B. (2005) Spatial scaling factors explain eccentricity effects on face ERPs. Journal of Vision, 5(10), pp. 755-763.
Rousselet, G.A. , Joubert, O.R. and Fabre-Thorpe, M. (2005) How long to get to the gist of real-world natural scenes. Visual Cognition, 12(26), pp. 852-877.
2004
Delorme, A., Rousselet, G.A. , Macé, M.J.-M. and Fabre-Thorpe, M. (2004) Interaction of top-down and bottom up processing in the fast visual analysis of natural scenes. Cognitive Brain Research, 19(2), pp. 103-113.
Rousselet, G.A. , Macé, M.J.-M. and Fabre-Thorpe, M. (2004) Spatiotemporal analyses of the N170 for human faces, animal faces and objects in natural scenes. NeuroReport, 15(17), pp. 2607-2611.
Rousselet, G.A. , Macé, M.J.-M. and Fabre-Thorpe, M. (2004) Animal and human faces in natural scenes: how specific to human faces is the N170 ERP component? Journal of Vision, 4(1), pp. 13-21.
Rousselet, G.A. , Thorpe, S.J. and Fabre-Thorpe, M. (2004) How parallel is visual processing in the ventral pathway? Trends in Cognitive Sciences, 28(8), pp. 363-370.
Rousselet, G.A. , Thorpe, S.J. and Fabre-Thorpe, M. (2004) Processing of one, two or four natural scenes in humans: the limits of parallelism. Vision Research, 44(9), pp. 877-894.
2003
Rousselet, G.A. (2003) Rapid visual categorization of natural scenes: limits of parallelism and face specificity. A behavioral and electrophysiological study in humans. PhD thesis,
Rousselet, G.A. , Macé, M.J.-M. and Fabre-Thorpe, M. (2003) Is it an animal? Is it a human face? Fast processing in upright and inverted natural scenes. Journal of Vision, 3(6), pp. 440-455.
Rousselet, G.A. , Thorpe, S.J. and Fabre-Thorpe, M. (2003) Taking the MAX from neuronal responses. Trends in Cognitive Sciences(7), pp. 99-102.
2002
Rousselet, G.A. , Fabre-Thorpe, M. and Thorpe, S.J. (2002) Parallel processing in high-level categorization of natural images. Nature Neuroscience(5), pp. 629-630.
Articles
Rousselet, G. A. (2024) Using cluster-based permutation tests to estimate MEG/EEG onsets: how bad is it? European Journal of Neuroscience, (doi: 10.1111/ejn.16618) (PMID:39617724) (Early Online Publication)
Wilcox, R. R. and Rousselet, G. A. (2024) A quantile shift approach to main effects and interactions in a 2-by-2 design. Methodology, 20(1), pp. 47-71. (doi: 10.5964/meth.12271)
Neve, J. and Rousselet, G. (2024) The evolution of data sharing practices in the psychological literature. Meta-Psychology, (Accepted for Publication)
Taylor, J. E. , Rousselet, G. and Sereno, S. C. (2024) Can prediction error explain predictability effects on the N1 during picture-word verification? Imaging Neuroscience, 2, pp. 1-24. (doi: 10.1162/imag_a_00131)
Rousselet, G. , Pernet, C. R. and Wilcox, R. R. (2023) An introduction to the bootstrap: a versatile method to make inferences by using data-driven simulations. Meta-Psychology, 7, (doi: 10.15626/MP.2019.2058)
Taylor, J. E. , Rousselet, G. A. , Scheepers, C. and Sereno, S. C. (2023) Rating norms should be calculated from cumulative link mixed effects models. Behavior Research Methods, 55, pp. 2175-2196. (doi: 10.3758/s13428-022-01814-7) (PMID:36103049) (PMCID:PMC10439063)
Wilcox, R. R. and Rousselet, G. A. (2023) An updated guide to robust statistical methods in neuroscience. Current Protocols in Neuroscience, 3(3), e719. (doi: 10.1002/cpz1.719) (PMID:36971417)
Pernet, C., Mas, I. S., Rousselet, G. , Martinez, R., Wilcox, R. and Delorme, A. (2022) Electroencephalography robust statistical linear modelling using a single weight per trial. Aperture Neuro, 2022(7), 51. (doi: 10.52294/2e69f7cc-f061-40ad-ad77-017110464dfd)
Rousselet, G. A. , Pernet, C. R. and Wilcox, R. R. (2021) The percentile bootstrap: a primer with step-by-step instructions in R. Advances in Methods and Practices in Psychological Science, 4(1), pp. 1-10. (doi: 10.1177/2515245920911881)
Rousselet, G. A. and Wilcox, R. R. (2020) Reaction times and other skewed distributions: problems with the mean and the median. Meta-Psychology, 4, MP.2019.16. (doi: 10.15626/MP.2019.1630)
Jaworska, K. , Yi, F., Ince, R. A.A. , Van Rijsbergen, N. J. , Schyns, P. G. and Rousselet, G. A. (2020) Healthy ageing delays the neural processing of face features relevant for behaviour by 40 ms. Human Brain Mapping, 41(5), pp. 1212-1225. (doi: 10.1002/hbm.24869) (PMID:31782861) (PMCID:PMC7268067)
Nieuwland, M. S. et al. (2020) Dissociable effects of prediction and integration during language comprehension: evidence from a large-scale study using brain potentials. Proceedings of the Royal Society of London Series B: Biological Sciences, 375, 20180522. (doi: 10.1098/rstb.2018.0522) (PMID:31840593)
Rousselet, G. A. , Hazell, G., Cooke, A. and Dalley, J. W. (2019) Promoting and supporting credibility in neuroscience. Brain and Neuroscience Advances, 3, pp. 1-4. (doi: 10.1177/2398212819844167)
Nieuwland, M. S. et al. (2018) Large-scale replication study reveals a limit on probabilistic prediction in language comprehension. eLife, 7, e33468. (doi: 10.7554/eLife.33468.001)
Wilcox, R. R., Rousselet, G. A. and Pernet, C. R. (2018) Improved methods for making inferences about multiple skipped correlations. Journal of Statistical Computation and Simulation, 88(16), pp. 3116-3131. (doi: 10.1080/00949655.2018.1501051)
Rousselet, G. , Pernet, C. R. and Wilcox, R. R. (2017) Beyond differences in means: robust graphical methods to compare two groups in neuroscience. European Journal of Neuroscience, 46(2), pp. 1738-1748. (doi: 10.1111/ejn.13610) (PMID:28544058)
Ince, R. A.A. , Giordano, B., Kayser, C., Rousselet, G. A. , Gross, J. and Schyns, P. G. (2017) A statistical framework for neuroimaging data analysis based on mutual information estimated via a Gaussian copula. Human Brain Mapping, 38(3), pp. 1541-1573. (doi: 10.1002/hbm.23471) (PMID:27860095) (PMCID:PMC5324576)
Rousselet, G. A. , Foxe, J. J. and Bolam, J. P. (2016) A few simple steps to improve the description of group results in neuroscience. European Journal of Neuroscience, 44(9), pp. 2647-2651. (doi: 10.1111/ejn.13400) (PMID:27628462)
Ince, R. A.A. , Jaworska, K. , Gross, J. , Panzeri, S., Van Rijsbergen, N. J. , Rousselet, G. A. and Schyns, P. G. (2016) The deceptively simple N170 reflects network information processing mechanisms involving visual feature coding and transfer across hemispheres. Cerebral Cortex, 26(11), pp. 4123-4135. (doi: 10.1093/cercor/bhw196) (PMID:27550865) (PMCID:PMC5066825)
Bieniek, M. M., Bennett, P. J., Sekuler, A. B. and Rousselet, G. A. (2016) A robust and representative lower bound on object processing speed in humans. European Journal of Neuroscience, 44(2), pp. 1804-1814. (doi: 10.1111/ejn.13100) (PMID:26469359) (PMCID:PMC4982026)
Madec, S., Le Goff, K., Riès, S. K., Legou, T., Rousselet, G. , Courrieu, P., Alario, F.-X., Grainger, J. and Rey, A. (2016) The time course of visual influences in letter recognition. Cognitive, Affective and Behavioral Neuroscience, 16(3), pp. 406-414. (doi: 10.3758/s13415-015-0400-5) (PMID:26742753)
Ince, R. A.A. , Van Rijsbergen, N. J. , Thut, G. , Rousselet, G. A. , Gross, J. , Panzeri, S. and Schyns, P. G. (2015) Tracing the flow of perceptual features in an algorithmic brain network. Scientific Reports, 5, 17681. (doi: 10.1038/srep17681) (PMID:26635299) (PMCID:PMC4669501)
Salvia, E., Bestelmeyer, P. E., Kotz, S., Rousselet, G. A. , Pernet, C. R., Gross, J. and Belin, P. (2014) Single-subject analyses of magnetoencephalographic evoked responses to the acoustic properties of affective non-verbal vocalizations. Frontiers in Neuroscience, 8, p. 422. (doi: 10.3389/fnins.2014.00422) (PMID:25565951) (PMCID:PMC4273656)
Van Rijsbergen, N. , Jaworska, K., Rousselet, G. A. and Schyns, P. G. (2014) With age comes representational wisdom in social signals. Current Biology, 24(23), pp. 2792-2796. (doi: 10.1016/j.cub.2014.09.075) (PMID:25455036) (PMCID:PMC4251953)
Rousselet, G. A. , Ince, R. A.A. , van Rijsbergen, N. J. and Schyns, P. G. (2014) Eye coding mechanisms in early human face event-related potentials. Journal of Vision, 14(13), Art. 7. (doi: 10.1167/14.13.7) (PMID:25385898)
Pernet, C.R., Latinus, M., Nichols, T.E. and Rousselet, G.A. (2014) Cluster-based computational methods for mass univariate analyses of event-related brain potentials/fields: A simulation study. Journal of Neuroscience Methods, 25(SI), pp. 85-93. (doi: 10.1016/j.jneumeth.2014.08.003) (PMID:25128255) (PMCID:PMC4510917)
Bieniek, M.M., Frei, L.S. and Rousselet, G.A. (2013) Early ERPs to faces: aging, luminance, and individual differences. Frontiers in Psychology, 4(268), (doi: 10.3389/fpsyg.2013.00268)
Pernet, C.R., Rand, W. and Rousselet, G.A. (2013) Robust correlation analyses: false positive and power validation using a new open source Matlab toolbox. Frontiers in Psychology, 3(606), (doi: 10.3389/fpsyg.2012.00606)
Bieniek, M.M., Pernet, C.R. and Rousselet, G.A. (2012) Early ERPs to faces and objects are driven by phase, not amplitude spectrum information: evidence from parametric, test-retest, single-subject analyses. Journal of Vision, 12(13), Art. 12. (doi: 10.1167/12.13.12)
Rousselet, G. (2012) Does filtering preclude us from studying ERP time-courses? Frontiers in Psychology, 3, (doi: 10.3389/fpsyg.2012.00131)
Rousselet, G.A. and Pernet, C.R. (2012) Improving standards in brain-behavior correlation analyses. Frontiers in Human Neuroscience, 6, p. 119. (doi: 10.3389/fnhum.2012.00119)
Gaspar, C. M., Rousselet, G. A. and Pernet, C. R. (2011) Reliability of ERP and single-trial analyses. NeuroImage, 58(2), pp. 620-629. (doi: 10.1016/j.neuroimage.2011.06.052) (PMID:21741482)
Pernet, C., Sajda, P. and Rousselet, G. (2011) Single-trial analyses: why bother? Frontiers in Psychology, 2, (doi: 10.3389/fpsyg.2011.00322)
Pernet, C.R., Chauveau, N., Gaspar, C. and Rousselet, G.A. (2011) LIMO EEG: A Toolbox for hierarchical LInear MOdeling of ElectroEncephaloGraphic data. Computational Intelligence and Neuroscience, 2011, (doi: 10.1155/2011/831409)
Rousselet, G. and Pernet, C.R. (2011) Robust statistics show no evidence for a relationship between fiber density and memory performance. Proceedings of the National Academy of Sciences of the United States of America, 108(35), E598. (doi: 10.1073/pnas.1109188108)
Rousselet, G.A. , Gaspar, C.M., Wieczorek, K.P. and Pernet, C.R. (2011) Modeling single-trial ERP reveals modulation of bottom-up face visual processing by top-down task constraints (in some subjects). Frontiers in Psychology, (doi: 10.3389/fpsyg.2011.00137)
Rousselet, G.A. and Pernet, C.R. (2011) Quantifying the time course of visual object processing using ERPs: it's time to up the game. Frontiers in Psychology, 2(107), (doi: 10.3389/fpsyg.2011.00107)
Rousselet, G.A. , Pernet, C.R., Caldara, R. and Schyns, P.G. (2011) Visual object categorization in the brain: what can we really learn from ERP peaks? Frontiers in Human Neuroscience, 5, p. 156. (doi: 10.3389/fnhum.2011.00156)
Vizioli, L., Rousselet, G.A. and Caldara, R. (2010) Neural repetition suppression to identity is abolished by other-race faces. Proceedings of the National Academy of Sciences of the United States of America, 107(46), pp. 20081-20086. (doi: 10.1073/pnas.1005751107)
Bruckert, L., Bestelmeyer, P., Latinus, M., Rouger, J., Charest, I., Rousselet, G.A., Kawahara, I. and Belin, P. (2010) Vocal attractiveness increases by averaging. Current Biology, 20(2), pp. 116-120. (doi: 10.1016/j.cub.2009.11.034) (PMID:20129047)
Rousselet, G. , Gaspar, C., Pernet, C., Husk, J., Bennett, P. and Sekuler, A. (2010) Healthy aging delays scalp EEG sensitivity to noise in a face discrimination task. Frontiers in Psychology, 1, p. 19. (doi: 10.3389/fpsyg.2010.00019)
Vizioli, L., Foreman, K., Rousselet, G.A. and Caldara, R. (2010) Inverting Faces Elicits Sensitivity to Race on the N170 Component: a Cross-Cultural Study. Journal of Vision(1), pp. 1-23. (doi: 10.1167/10.1.15)
Rousselet, G. , Husk, J., Pernet, C., Gaspar, C., Bennett, P. and Sekuler, A. (2009) Age-related delay in information accrual for faces: Evidence from a parametric, single-trial EEG approach. BMC Neuroscience, (doi: 10.1167/9.8.545)
Gaspar, C.M. and Rousselet, G.A. (2009) How do amplitude spectra influence rapid animal detection? Vision Research(49), pp. 3001-3012.
Joubert, O.R., Rousselet, G.A. , Fabre-Thorpe, M. and Fize, D. (2009) Rapid visual categorization of natural scene contexts with equalized amplitude spectrum and increasing phase noise. Journal of Vision, 9(1), pp. 1-16.
Pernet, C., Poline, J.-B., Demonet, J.-F. and Rousselet, G.A. (2009) Brain classification reveals the right cerebellum as the best biomarker of dyslexia. BMC Neuroscience, 10(67),
Rousselet, G.A. , Pernet, C.R., Bennett, P.J. and Sekuler, A.B. (2008) Parametric study of EEG sensitivity to phase noise during face processing. BMC Neuroscience, 9(98), (doi: 10.1186/1471-2202-9-98)
Rousselet, G.A. , Husk, J.S., Bennett, P.J. and Sekuler, A.B. (2008) Time course and robustness of ERP object and face differences. Journal of Vision, 8(12), Art. 3. (doi: 10.1167/8.12.3)
Joubert, O., Fize, D., Rousselet, G.A. and Fabre-Thorpe, M. (2008) Early interference of context congruence on object processing in rapid visual categorization of natural scenes. Journal of Vision, 8(40495), pp. 1-18.
Rousselet, G. A. , Husk, J. S., Bennett, P. J. and Sekuler, A. B. (2007) Single-trial EEG dynamics of object and face visual processing. NeuroImage, 36(3), pp. 843-862. (doi: 10.1016/j.neuroimage.2007.02.052) (PMID:17475510)
Bentin, S., Taylor, M.J., Rousselet, G.A. , Itier, R.J., Caldara, R., Schyns, P.G. and et, a. (2007) Controlling interstimulus perceptual variance does not abolish N170 face sensitivity. Nature Neuroscience, 10(7), pp. 801-802.
Rousselet, G. (2007) Processing scene context: Fast categorization and object interference. Vision Research, 47(26), pp. 3286-3297.
Rousselet, G.A. , Macé, M.J.-M., Thorpe, S.J. and Fabre-Thorpe, M. (2007) Limits of ERP differences in tracking object processing speed. Journal of Cognitive Neuroscience, 19(8), pp. 1241-1258.
Rousselet, G. , Mace, M., Thorpe, S. and Fabre-Thorpe, M. (2007) Limits of event-related potential differences in tracking object processing speed. Journal of Cognitive Neuroscience, 19, pp. 1241-1258.
Rousselet, G.A. , Husk, J.S., Bennett, P.J. and Sekuler, A.B. (2005) Spatial scaling factors explain eccentricity effects on face ERPs. Journal of Vision, 5(10), pp. 755-763.
Rousselet, G.A. , Joubert, O.R. and Fabre-Thorpe, M. (2005) How long to get to the gist of real-world natural scenes. Visual Cognition, 12(26), pp. 852-877.
Delorme, A., Rousselet, G.A. , Macé, M.J.-M. and Fabre-Thorpe, M. (2004) Interaction of top-down and bottom up processing in the fast visual analysis of natural scenes. Cognitive Brain Research, 19(2), pp. 103-113.
Rousselet, G.A. , Macé, M.J.-M. and Fabre-Thorpe, M. (2004) Spatiotemporal analyses of the N170 for human faces, animal faces and objects in natural scenes. NeuroReport, 15(17), pp. 2607-2611.
Rousselet, G.A. , Macé, M.J.-M. and Fabre-Thorpe, M. (2004) Animal and human faces in natural scenes: how specific to human faces is the N170 ERP component? Journal of Vision, 4(1), pp. 13-21.
Rousselet, G.A. , Thorpe, S.J. and Fabre-Thorpe, M. (2004) How parallel is visual processing in the ventral pathway? Trends in Cognitive Sciences, 28(8), pp. 363-370.
Rousselet, G.A. , Thorpe, S.J. and Fabre-Thorpe, M. (2004) Processing of one, two or four natural scenes in humans: the limits of parallelism. Vision Research, 44(9), pp. 877-894.
Rousselet, G.A. (2003) Rapid visual categorization of natural scenes: limits of parallelism and face specificity. A behavioral and electrophysiological study in humans. PhD thesis,
Rousselet, G.A. , Macé, M.J.-M. and Fabre-Thorpe, M. (2003) Is it an animal? Is it a human face? Fast processing in upright and inverted natural scenes. Journal of Vision, 3(6), pp. 440-455.
Rousselet, G.A. , Thorpe, S.J. and Fabre-Thorpe, M. (2003) Taking the MAX from neuronal responses. Trends in Cognitive Sciences(7), pp. 99-102.
Rousselet, G.A. , Fabre-Thorpe, M. and Thorpe, S.J. (2002) Parallel processing in high-level categorization of natural images. Nature Neuroscience(5), pp. 629-630.
Book Sections
Wilcox, R. and Rousselet, G. (2023) Methods for dealing with bad data and inadequate models: distributions, linear models, and beyond. In: Knight, K. (ed.) APA Handbook of Research Methods in Psychology [2nd ed.]. Vol. 3: Data Analysis and Research Publication. American Psychological Association. ISBN 9781433841231
Wilcox, R. R. and Rousselet, G. A. (2018) A guide to robust statistical methods in neuroscience. In: Gerfen, C., Holmes, A., Sibley, D., Skolnick, P. and Wray, S. (eds.) Current Protocols in Neuroscience. Wiley. ISBN 9780471142300 (doi: 10.1002/cpns.41)
Grants
Grants and Awards listed are those received whilst working with the University of Glasgow.
- Mechanisms of neuropathic pain following spinal cord injury: role of the spinothalamic tract
Inspire Foundation
2017 - 2021
- Statistical analysis tool for time/frequency state spaces
Biotechnology and Biological Sciences Research Council
2013 - 2014
- Understanding age-related changes in processing facial emotion
Biotechnology and Biological Sciences Research Council
2012 - 2015
- Lifelong changes in the cerebral processing of social signals
Medical Research Council
2012 - 2014
- Effects of age, luminance and pupil size on retinal and cortical processing speed
Leverhulme Trust
2010 - 2013
- Fluent reading and the brain: co-registration and statistical decomposition of eye fixations and anatomically-based electrophysiology
Economic and Social Research Council
2010 - 2012
- A new EEG technique to access object visual processing speed in younger and older adults
Economic and Social Research Council
2009 - 2010
- Effects of ageing on face and object visual processing speed
British Academy
2007 - 2008
Research datasets
2023
Rousselet, G. (2023) Using cluster-based permutation tests to estimate MEG/EEG onsets: how bad is it? [Data Collection]
Wilcox, R. and Rousselet, G. (2023) A quantile shift approach to main effects and interactions in a 2-by-2 design reproducibility package. [Data Collection]
Wilcox, R. R. and Rousselet, G. A. (2023) Code for article A Quantile Shift Approach To Main Effects And Interactions In A 2-By-2 Design. [Data Collection]
