2024

Duan, Y. , Zhan, J., Gross, J. , Ince, R. A.A. and Schyns, P. G. (2024) Pre-frontal cortex guides dimension-reducing transformations in the occipito-ventral pathway for categorization behaviors. Current Biology, 34(15), 3392-3404.e5. (doi: 10.1016/j.cub.2024.06.050) (PMID:39029470)

Chirila, R.-R., Dahiya, A. S., Schyns, P. and Dahiya, R. (2024) Self‐powered multimodal sensing using energy‐generating solar skin for robotics and smart wearables. Advanced Intelligent Systems, 6(7), 2300824. (doi: 10.1002/aisy.202300824)

Bjornsdottir, R. T., Hensel, L. B., Zhan, J., Garrod, O. G. B., Schyns, P. G. and Jack, R. E. (2024) Social class perception is driven by stereotype-related facial features. Journal of Experimental Psychology: General, 153(3), pp. 742-753. (doi: 10.1037/xge0001519) (PMID:38271012)

Chen, C. , Messinger, D. S., Chen, C., Yan, H., Duan, Y. , Ince, R. A.A. , Garrod, O. G.B., Schyns, P. G. and Jack, R. E. (2024) Cultural facial expressions dynamically convey emotion category and intensity information. Current Biology, 34(1), 213-223.e5. (doi: 10.1016/j.cub.2023.12.001) (PMID:38141619)

2023

Yan, Y., Zhan, J., Garrod, O., Cui, X., Ince, R. A.A. and Schyns, P. G. (2023) Strength of predicted information content in the brain biases decision behavior. Current Biology, 33(24), 5505-5514.e6. (doi: 10.1016/j.cub.2023.10.042) (PMID:38065096)

Yan, Y., Zhang, J., Ince, R. A.A. and Schyns, P. G. (2023) Network communications flexibly predict visual contents that enhance representations for faster visual categorization. Journal of Neuroscience, 43(29), pp. 5391-5405. (doi: 10.1523/JNEUROSCI.0156-23.2023) (PMID:37369588) (PMCID:PMC10359031)

Schyns, P. G. , Snoek, L. and Daube, C. (2023) Stimulus models test hypotheses in brains and DNNs. Trends in Cognitive Sciences, 27(3), pp. 216-217. (doi: 10.1016/j.tics.2022.12.003) (PMID:36635180)

Snoek, L., Jack, R. E. and Schyns, P. G. (2023) Dynamic Face Imaging: A Novel Analysis Framework for 4D Social Face Perception and Expression. In: 2023 IEEE 17th International Conference on Automatic Face and Gesture Recognition (FG), Waikoloa Beach, HI, USA, 05-08 Jan 2023, ISBN 9798350345445 (doi: 10.1109/fg57933.2023.10042724)

Snoek, L., Jack, R. E. , Schyns, P. G. , Garrod, O. G.B., Mittenbühler, M., Chen, C. , Oosterwijk, S. and Scholte, H. S. (2023) Testing, explaining, and exploring models of facial expressions of emotions. Science Advances, 9(6), eabq8421. (doi: 10.1126/sciadv.abq8421) (PMID:36763663) (PMCID:PMC9916981)

2022

Schyns, P. G. , Snoek, L. and Daube, C. (2022) Degrees of algorithmic equivalence between the brain and its DNN models. Trends in Cognitive Sciences, 26(12), pp. 1090-1102. (doi: 10.1016/j.tics.2022.09.003) (PMID:36216674)

Arabadzhiyska, D. H., Garrod, O. G.B., Fouragnan, E., De Luca, E., Schyns, P. G. and Philiastides, M. (2022) A common neural account for social and non-social decisions. Journal of Neuroscience, 42(48), pp. 9030-9044. (doi: 10.1523/JNEUROSCI.0375-22.2022) (PMID:36280264) (PMCID:PMC9732824)

Ince, R. A.A. , Kay, J. W. and Schyns, P. G. (2022) Within-participant statistics for cognitive science. Trends in Cognitive Sciences, 26(8), pp. 626-630. (doi: 10.1016/j.tics.2022.05.008) (PMID:35710894) (PMCID:PMC9586881)

Chirila, R., Ozioko, O., Schyns, P. G. and Dahiya, R. (2022) Multidirectional Strain Sensor Using Multimaterial 3D Printing. In: 2022 IEEE International Conference on Flexible and Printable Sensors and Systems (FLEPS), Vienna, Austria, 10-13 Jul 2022, ISBN 9781665442732 (doi: 10.1109/fleps53764.2022.9781529)

Jaworska, K. , Yan, Y., Van Rijsbergen, N. J. , Ince, R. A.A. and Schyns, P. G. (2022) Different computations over the same inputs produce selective behavior in algorithmic brain networks. eLife, 11, e73651. (doi: 10.7554/eLife.73651) (PMID:35174783) (PMCID:PMC8853655)

Liu, M., Duan, Y. , Ince, R. A.A. , Chen, C. , Garrod, O. G.B., Schyns, P. G. and Jack, R. E. (2022) Facial expressions elicit multiplexed perceptions of emotion categories and dimensions. Current Biology, 32(1), 200-209.e6. (doi: 10.1016/j.cub.2021.10.035) (PMID:34767768) (PMCID:PMC8751635)

2021

Daube, C., Xu, T., Zhan, J., Webb, A., Ince, R. A.A. , Garrod, O. G.B. and Schyns, P. G. (2021) Grounding deep neural network predictions of human categorization behavior in understandable functional features: the case of face identity. Patterns, 2(10), 100348. (doi: 10.1016/j.patter.2021.100348) (PMCID:PMC8515012)

Ince, R. A.A. , Paton, A. T., Kay, J. W. and Schyns, P. G. (2021) Bayesian inference of population prevalence. eLife, 10, e62461. (doi: 10.7554/eLife.62461) (PMID:34612811) (PMCID:PMC8494477)

Nölle, J., Chen, C. , Hensel, L. B., Garrod, O. G.B., Schyns, P. G. and Jack, R. E. (2021) Facial expressions of emotion include iconic signals of rejection and acceptance. Journal of Vision, 21(9), p. 2932. (doi: 10.1167/jov.21.9.2932)

Zhan, J., Liu, M., Garrod, O. G.B., Daube, C., Ince, R. A.A. , Jack, R. E. and Schyns, P. G. (2021) Modeling individual preferences reveals that face beauty is not universally perceived across cultures. Current Biology, 31(10), 2243-2252.e6. (doi: 10.1016/j.cub.2021.03.013) (PMID:33798430) (PMCID:PMC8162177)

2020

Chen, C. , Garrod, O. G. B., Ince, R. A. A. , Foster, M. E. , Schyns, P. G. and Jack, R. E. (2020) Building culturally-valid dynamic facial expressions for a conversational virtual agent using human perception. In: Proceedings of the 20th ACM International Conference on Intelligent Virtual Agents, Scotland, Virtual Event, UK, 20 - 22 October 2020, ISBN 9781450375863 (doi: 10.1145/3383652.3423913)

Chen, C. , Garrod, O. G. B., Schyns, P. G. and Jack, R. E. (2020) Dynamic face movement texture enhances the perceived realism of facial expressions of emotion. In: Proceedings of the 20th ACM International Conference on Intelligent Virtual Agents, Scotland, Virtual Event, UK, 20 - 22 October 2020, ISBN 9781450375863 (doi: 10.1145/3383652.3423912)

Schyns, P. G. (2020) Vision: face-centered representations in the brain. Current Biology, 30(11), PR1277-R1278. (doi: 10.1016/j.cub.2020.07.086) (PMID:33080203)

Schyns, P. G. , Zhan, J., Jack, R. E. and Ince, R. A.A. (2020) Revealing the information contents of memory within the stimulus information representation framework. Proceedings of the Royal Society of London Series B: Biological Sciences, 375, 20190705. (doi: 10.1098/rstb.2019.0705) (PMID:32248774) (PMCID:PMC7209912)

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)

2019

Daube, C., Giordano, B., Schyns, P. G. and Ince, R. A.A. (2019) Quantitatively Comparing Predictive Models with the Partial Information Decomposition. 2019 Conference on Cognitive Computational Neuroscience, Berlin, Germany, 13-16 Sep 2019. pp. 838-840. (doi: 10.32470/CCN.2019.1142-0)

Chen, C. , Hensel, L. B., Duan, Y. , Ince, R. , Garrod, O. G.B., Beskow, J., Jack, R. E. and Schyns, P. G. (2019) Equipping Social Robots with Culturally-Sensitive Facial Expressions of Emotion Using Data-Driven Methods. In: 14th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2019), Lille, France, 14-18 May 2019, ISBN 9781728100890 (doi: 10.1109/FG.2019.8756570)

Zhan, J., Ince, R. A.A. , Van Rijsbergen, N. and Schyns, P. G. (2019) Dynamic construction of reduced representations in the brain for perceptual decision behavior. Current Biology, 29(2), 319-326.e4. (doi: 10.1016/j.cub.2018.11.049) (PMID:30639108) (PMCID:PMC6345582)

Zhan, J., Garrod, O. G.B., van Rijsbergen, N. and Schyns, P. G. (2019) Modelling face memory reveals task-generalizable representations. Nature Human Behaviour, 3, pp. 817-826. (doi: 10.1038/s41562-019-0625-3) (PMID:31209368)

2018

Chen, C. , Crivelli, C., Garrod, O. G.B., Schyns, P. G. , Fernandez-Dols, J.-M. and Jack, R. E. (2018) Distinct facial expressions represent pain and pleasure across cultures. Proceedings of the National Academy of Sciences of the United States of America, 115(43), E10013-E10021. (doi: 10.1073/pnas.1807862115) (PMID:30297420)

Park, H. , Ince, R. A.A. , Schyns, P. G. , Thut, G. and Gross, J. (2018) Representational interactions during audiovisual speech entrainment: Redundancy in left posterior superior temporal gyrus and synergy in left motor cortex. PLoS Biology, 16(8), e2006558. (doi: 10.1371/journal.pbio.2006558) (PMID:30080855) (PMCID:PMC6095613)

Chen, C. , Garrod, O. G.B., Zhan, J., Beskow, J., Schyns, P. G. and Jack, R. E. (2018) Reverse Engineering Psychologically Valid Facial Expressions of Emotion into Social Robots. In: 13th IEEE International Conference on Automatic Face and Gesture Recognition, Xi'an, China, 15-19 May 2018, pp. 448-452. ISBN 9781538623350 (doi: 10.1109/FG.2018.00072)

Schyns, P. G. (2018) Object recognition: complexity of recognition strategies. Current Biology, 28(7), R313-R315. (doi: 10.1016/j.cub.2018.02.059) (PMID:29614289)

Xu, T., Garrod, O., Scholte, S. H., Ince, R. and Schyns, P. G. (2018) Using Psychophysical Methods to Understand Mechanisms of Face Identification in a Deep Neural Network. In: IEEE Conference on Computer Vision and Pattern Recognition Workshops, Salt Lake City, UT, USA, June 18-22, 2018, pp. 2057-2065. ISBN 9781538661000 (doi: 10.1109/CVPRW.2018.00266)

2017

Rychlowska, M., Jack, R. E. , Garrod, O. G.B., Schyns, P. G. , Martin, J. D. and Niedenthal, P. M. (2017) Functional smiles: tools for love, sympathy, and war. Psychological Science, 28(9), pp. 1259-1270. (doi: 10.1177/0956797617706082) (PMID:28741981)

Giordano, B. L., Ince, R. A.A. , Gross, J. , Schyns, P. G. , Panzeri, S. and Kayser, C. (2017) Contributions of local speech encoding and functional connectivity to audio-visual speech perception. eLife, 6, e24763. (doi: 10.7554/elife.24763) (PMID:28590903) (PMCID:PMC5462535)

Pachai, M. V., Sekuler, A. B., Bennett, P. J., Schyns, P. G. and Ramon, M. (2017) Personal familiarity enhances sensitivity to horizontal structure during processing of face identity. Journal of Vision, 17(6), 5. (doi: 10.1167/17.6.5) (PMID:28593249)

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)

Jack, R. E. and Schyns, P. G. (2017) Toward a social psychophysics of face communication. Annual Review of Psychology, 68, pp. 269-297. (doi: 10.1146/annurev-psych-010416-044242) (PMID:28051933)

2016

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)

Delis, I., Chen, C., Jack, R. E. , Garrod, O. G.B., Panzeri, S. and Schyns, P. G. (2016) Space-by-time manifold representation of dynamic facial. Journal of Vision, 16(8), pp. 1-20. 14. (doi: 10.1167/16.8.14) (PMID:27305521) (PMCID:PMC4927208)

Delis, I., Onken, A., Schyns, P. G. , Panzen, S. and Philiastides, M. (2016) Space-by-time non-negative matrix factorization for single-trial decoding of M/EEG activity. NeuroImage, 133, pp. 504-515. (doi: 10.1016/j.neuroimage.2016.03.043) (PMID:27033682) (PMCID:PMC4907687)

Jack, R. E. , Sun, W., Delis, I., Garrod, O. G. B. and Schyns, P. G. (2016) Four not six: revealing culturally common facial expressions of emotion. Journal of Experimental Psychology: General, 145(6), pp. 708-730. (doi: 10.1037/xge0000162) (PMID:27077757)

Popivanov, I. D., Schyns, P. G. and Vogels, R. (2016) Stimulus features coded by single neurons of a macaque body category selective patch. Proceedings of the National Academy of Sciences of the United States of America, 113(7), E2450-E2459. (doi: 10.1073/pnas.1520371113) (PMID:27071095) (PMCID:PMC4855550)

2015

Luo, C., Wang, Q., Schyns, P. G. , Kingdom, F. A.A. and Xu, H. (2015) Facial expression aftereffect revealed by adaption to emotion-invisible dynamic bubbled faces. PLoS ONE, 10(12), e0145877. (doi: 10.1371/journal.pone.0145877) (PMID:26717572) (PMCID:PMC4703136)

Yu, H., Garrod, O., Jack, R. and Schyns, P. (2015) A framework for automatic and perceptually valid facial expression generation. Multimedia Tools and Applications, 74(21), pp. 9427-9447. (doi: 10.1007/s11042-014-2125-9)

Chen, C. , Garrod, O., Schyns, P. and Jack, R. (2015) The face is the mirror of the cultural mind. Journal of Vision, 15(12), p. 928. (doi: 10.1167/15.12.928) (PMID:26326616)

Jack, R. E. and Schyns, P. G. (2015) The human face as a dynamic tool for social communication. Current Biology, 25(14), R621-R634. (doi: 10.1016/j.cub.2015.05.052) (PMID:26196493)

Park, H. , Ince, R. A.A. , Schyns, P. G. , Thut, G. and Gross, J. (2015) Frontal top-down signals increase coupling of auditory low-frequency oscillations to continuous speech in human listeners. Current Biology, 25(12), pp. 1649-1653. (doi: 10.1016/j.cub.2015.04.049) (PMID:26028433) (PMCID:PMC4503802)

Richoz, A.-R., Jack, R. E. , Garrod, O., Schyns, P. and Caldara, R. (2015) Reconstructing dynamic mental models of facial expressions in prosopagnosia reveals distinct representations for identity and expression. Cortex, 65, pp. 50-64. (doi: 10.1016/j.cortex.2014.11.015) (PMID:25638352)

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

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)

Delis, I., Jack, R. , Garrod, O., Panzeri, S. and Schyns, P. (2014) Characterizing the manifolds of dynamic facial expression categorization. Journal of Vision, 14(10), p. 1384. (doi: 10.1167/14.10.1384)

Gill, D., Jack, R. and Schyns, P. (2014) On the modulation of social inference from faces across viewing distance. Journal of Vision, 14(10), p. 1281. (doi: 10.1167/14.10.1281)

Malcolm, G. L., Nuthmann, A. and Schyns, P. (2014) Beyond gist: strategic and incremental information accumulation for scene categorization. Psychological Science, 25(5), pp. 1087-1097. (doi: 10.1177/0956797614522816) (PMID:24604146) (PMCID:PMC4232276)

Jack, R. E. , Garrod, O. G.B. and Schyns, P. G. (2014) Dynamic facial expressions of emotion transmit an evolving hierarchy of signals over time. Current Biology, 24(2), pp. 187-192. (doi: 10.1016/j.cub.2013.11.064) (PMID:24388852)

Yu, H., Garrod, O., Jack, R. and Schyns, P. (2014) Realistic facial animation generation based on facial expression mapping. In: Fifth International Conference on Graphic and Image Processing (ICGIP 2013), Hong Kong, China, 26-27 Oct 2013, pp. 906903-1. (doi: 10.1117/12.2049921)

Gill, D., Garrod, O. G.B., Jack, R. E. and Schyns, P. G. (2014) Facial movements strategically camouflage involuntary social signals of face morphology. Psychological Science, 25(5), pp. 1079-1086. (doi: 10.1177/0956797614522274)

Malcolm, G. L. and Schyns, P. G. (2014) More than meets the eye: the active selection of diagnostic information across spatial locations and scales during scene categorization. In: Kveraga, K. and Bar, M. (eds.) Scene Vision: Making Sense of What We See. The MIT Press: Cambridge, Massachusetts ; London, England, pp. 27-44. ISBN 9780262027854 (doi: 10.7551/mitpress/9780262027854.003.0002)

Richoz, A., Jack, R.E. , Garrod, O.G.B., Schyns, P.G. and Caldara, R. (2014) Reconstructing emotions in motion in prosopagnosia reveals separate representations for identity and emotion. Perception, 43, p. 123.

2013

Gill, D., Garrod, O., Jack, R. and Schyns, P. (2013) Beyond facial morphology: social impressions from dynamic face gestures. Journal of Vision, 13(9), p. 1270. (doi: 10.1167/13.9.1270)

Jack, R. , Garrod, O. and Schyns, P. (2013) Dynamic signaling of facial expressions transmit social information in a hierarchical manner over time. Journal of Vision, 13(9), p. 1277. (doi: 10.1167/13.9.1277)

Sun, W., Garrod, O. G.B., Schyns, P. G. and Jack, R. E. (2013) Dynamic mental models of culture-specific emotions. Journal of Vision, 13(9), p. 593. (doi: 10.1167/13.9.593)

Petro, L.S. , Smith, F.W., Schyns, P.G. and Muckli, L. (2013) Decoding face categories in diagnostic subregions of primary visual cortex. European Journal of Neuroscience, 37(7), pp. 1130-1139. (doi: 10.1111/ejn.12129) (PMID:23373719) (PMCID:PMC3816327)

Jack, R.E. , Garrod, O.G.B., Yu, H., Caldara, R. and Schyns, P.G. (2013) Reply to Sauter and Eisner: differences outweigh commonalities in the communication of emotions across human cultures. Proceedings of the National Academy of Sciences of the United States of America, 110(3), E181-E182. (doi: 10.1073/pnas.1211865110)

Gross, J. , Hoogenboom, N., Thut, G. , Schyns, P. , Panzeri, S., Belin, P. and Garrod, S. (2013) Speech rhythms and multiplexed oscillatory sensory coding in the human brain. PLoS Biology, 11(12), e1001752. (doi: 10.1371/journal.pbio.1001752)

2012

Jack, R. , Garrod, O., Yu, H., Caldara, R. and Schyns, P. (2012) Beyond Darwin: revealing culture-specificities in the temporal dynamics of 4D facial expressions. Journal of Vision, 12(9), p. 971. (doi: 10.1167/12.9.971)

Jack, R.E. , Garrod, O.G.B., Yu, H., Caldara, R. and Schyns, P.G. (2012) Facial expressions of emotion are not culturally universal. Proceedings of the National Academy of Sciences of the United States of America, 109(19), pp. 7241-7244. (doi: 10.1073/pnas.1200155109)

Yu, H., Garrod, O. G.B. and Schyns, P. G. (2012) Perception-driven facial expression synthesis. Computers and Graphics, 36(3), pp. 152-162. (doi: 10.1016/j.cag.2011.12.002)

Smith, M.L., Gosselin, F. and Schyns, P.G. (2012) Measuring internal representations from behavioral and brain data. Current Biology, 22(3), pp. 191-196. (doi: 10.1016/j.cub.2011.11.061)

Jack, R.E. , Caldara, R. and Schyns, P.G. (2012) Internal representations reveal cultural diversity in expectations of facial expressions of emotion. Journal of Experimental Psychology: General, 141(1), pp. 19-25. (doi: 10.1037/a0023463)

Schyns, P.G. (2012) Philippe G. Schyns. Current Biology, 22(5), R145-R147. (doi: 10.1016/j.cub.2011.12.039)

2011

Miellet, S., Caldara, R. and Schyns, P.G. (2011) Local Jekyll and global Hyde: the dual identity of face identification. Psychological Science, 22(12), pp. 1518-1526. (doi: 10.1177/0956797611424290)

Jack, R. , Garrod, O., Yu, H., Caldara, R. and Schyns, P. (2011) Dynamic cultural representations of facial expressions of emotion are not universal. Journal of Vision, 11(11), p. 563. (doi: 10.1167/11.11.563)

Thut, G. , Veniero, D., Romei, V., Miniussi, C., Schyns, P. and Gross, J. (2011) Rhythmic TMS causes local entrainment of natural oscillatory signatures. Current Biology, 21(14), pp. 1176-1185. (doi: 10.1016/j.cub.2011.05.049)

Wang, H.F., Friel, N., Gosselin, F. and Schyns, P.G. (2011) Efficient bubbles for visual categorization tasks. Vision Research, 51(12), pp. 1318-1323. (doi: 10.1016/j.visres.2011.04.007)

Romei, V., Driver, J., Schyns, P. G. and Thut, G. (2011) Rhythmic TMS over parietal cortex links distinct brain frequencies to global versus local visual processing. Current Biology, 21(4), pp. 334-337. (doi: 10.1016/j.cub.2011.01.035) (PMID:21315592) (PMCID:PMC3063337)

Gross, J. , Schyns, P.G. and Thut, G. (2011) Entrainment of perceptually relevant brain oscillations by non-invasive rhythmic stimulation of the human brain. Frontiers in Psychology, 2(170), (doi: 10.3389/fpsyg.2011.00170)

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)

Schyns, P.G. , Thut, G. and Gross, J. (2011) Cracking the code of oscillatory activity. PLoS Biology, 9(5), e1001064. (doi: 10.1371/journal.pbio.1001064)

2010

Taschereau-Dumouchel, V., Rossion, B., Schyns, P.G. and Gosselin, F. (2010) Interattribute distances do not represent the identity of real-world faces. Frontiers in Psychology, 1(159),

Jack, R. E. , Caldara, R. and Schyns, P. G. (2010) Internal Representations of Facial Expressions Reveal Cultural Diversity. Journal of Vision, 10(7), p. 690. (doi: 10.1167/10.7.690)

Schyns, P.G. (2010) Grand challenges in perception science: modeling the future. Frontiers in Psychology, 1, (doi: 10.3389/fpsyg.2010.00010)

2009

Smith, M., Fries, P., Gosselin, F., Goebel, R. and Schyns, P.G. (2009) Inverse mapping the neuronal substrates of face categorizations. Cerebral Cortex, 19(10), pp. 2428-2438. (doi: 10.1093/cercor/bhn257) (PMID:19168662)

Smith, F.W. and Schyns, P.G. (2009) Smile Through Your Fear and Sadness: Transmitting and Identifying Facial Expression Signals Over a Range of Viewing Distances. Psychological Science, 20(10), pp. 1202-1208. (doi: 10.1111/j.1467-9280.2009.02427.x)

Jack, R.E. , Blais, C., Scheepers, C., Schyns, P.G. and Caldara, R. (2009) Cultural confusions show that facial expressions are not universal. Current Biology, 19(18), pp. 1543-1548. (doi: 10.1016/j.cub.2009.07.051)

Schyns, P. G. , Petro, L. S. and Smith, M. L. (2009) Transmission of facial expressions of emotion co-evolved with their efficient decoding in the brain: behavioral and brain evidence. PLoS ONE, 4(5), e5625. (doi: 10.1371/journal.pone.0005625) (PMID:19462006) (PMCID:PMC2680487)

Schyns, P.G. , Gosselin, F. and Smith, M. (2009) Information processing algorithms in the brain. Trends in Cognitive Sciences, 13(1), pp. 20-26. (doi: 10.1016/j.tics.2008.09.008) (PMID:19070533)

van Rijsbergen, N.J. and Schyns, P.G. (2009) Dynamics of trimming the content of face representations for categorization in the brain. PLoS Computational Biology, 5(11), e1000561. (doi: 10.1371/journal.pcbi.1000561)

2008

Smith, F.W., Muckli, L., Brennan, D., Pernet, C., Smith, M., Belin, P., Gosselin, F., Hadley, D.M., Cavanagh, J. and Schyns, P.G. (2008) Classification images reveal the information sensitivity of brain voxels in fMRI. NeuroImage, 40(4), pp. 1643-1654. (doi: 10.1016/j.neuroimage.2008.01.029)

2007

Schyns, P.G., Petro, L.S. and Smith, M.L. (2007) Dynamics of visual information integration in the brain for categorizing facial expressions. Current Biology, 17(18), pp. 1580-1585. (doi: 10.1016/j.cub.2007.08.048) (PMID:17869111)

Smith, M. L., Gosselin, F. and Schyns, P. G. (2007) From a face to its category via a few information processing states in the brain. NeuroImage, 37(3), pp. 974-984. (doi: 10.1016/j.neuroimage.2007.05.030) (PMID:17611125)

Pernet, C., Schyns, P. G. and Demonet, J.-F. (2007) Specific, selective or preferential: comments on category specificity in neuroimaging. NeuroImage, 35(3), pp. 991-997. (doi: 10.1016/j.neuroimage.2007.01.017) (PMID:17336096)

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.

Gibson, B., Lazareva, O., Gosselin, F., Schyns, P. and Wasserman, E. (2007) Nonaccidental properties underlie shape recognition in mammalian and nonmammalian vision. Current Biology, 17, pp. 336-340. (doi: 10.1016/j.cub.2006.12.025)

Schyns, P. (2007) Superstitious Perceptions Reveal Properties of Internal Representations: Full Research Report. ESRC End of Award Report. Other. ESRC. (Unpublished)

Simmons, D.R. et al. (2007) Visual appearance: applications in public health dentistry and maxillo-facial surgery. In: CIE Expert Symposium on Visual Appearance, 2007,

2006

Humphreys, K., Gosselin, F., Schyns, P.G. and Johnson, M.H. (2006) Using "Bubbles" with babies: a new technique for investigating the informational basis of infant perception. Infant Behavior and Development, 29(3), pp. 471-475. (doi: 10.1016/j.infbeh.2006.02.002) (PMID:17138299)

Halit, H., de Haan, M., Schyns, P. and Johnson, M. (2006) Is high-spatial frequency information used in the early stages of face detection? Brain Research, 1117, pp. 154-161. (doi: 10.1016/j.brainres.2006.07.059)

Joyce, C.A., Schyns, P.G. , Fosselin, F., Cotterell, G.W. and Rossion, B. (2006) Early selection of diagnostic facial information. Vision Research(46), pp. 800-813.

Joyce, C., Schyns, P. , Gosselin, F., Cottrell, G. and Rossion, B. (2006) Early selection of diagnostic facial information in the human visual cortex. Vision Research, 46, pp. 800-813. (doi: 10.1016/j.visres.2005.09.016)

Oliva, A., Torralba, A. and Schyns, P. (2006) Hybrid images. ACM Transactions on Graphics, 25, pp. 527-532.

Ozgen, E., Payne, H., Sowden, P. and Schyns, P. (2006) Retinotopic sensitisation to spatial scale: Evidence for flexible. spatial frequency processing in scene perception. Vision Research, 46, pp. 1108-1119. (doi: 10.1016/j.visres.2005.07.015)

Quinn, P., Schyns, P. and Goldstone, R. (2006) The interplay between perceptual organization and categorization in the representation of complex visual patterns by young infants. Journal of Experimental Child Psychology, 95(2), pp. 117-127. (doi: 10.1016/j.jecp.2006.04.001)

Smith, M.L., Gosselin, F. and Schyns, P.G. (2006) Perceptual Moments of Conscious Visual Experience. Proceedings of the National Academy of Sciences of the United States of America, 103(14), pp. 5626-5631. (doi: 10.1073/pnas.0508972103)

Smith, M., Gosselin, F. and Schyns, P. (2006) Perceptual moments of conscious visual experience inferred from oscillatory brain activity. Proceedings of the National Academy of Sciences of the United States of America, 103(14), pp. 5626-5631. (doi: 10.1073/pnas.0508972103)

Sowden, P. and Schyns, P. (2006) Channel surfing in the visual brain. Trends in Cognitive Sciences, 10, pp. 538-545. (doi: 10.1016/j.tics.2006.10.007)

2005

Adolphs, R., Gosselin, F., Buchanan, T., Tranel, D., Schyns, P. and Damasio, A. (2005) A mechanism for impaired fear recognition after amygdala damage. Nature, 433, pp. 68-72. (doi: 10.1038/nature03086)

Caldara, R., Schyns, P., Mayer, E., Smith, M., Gosselin, F. and Rossion, B. (2005) Does prosopagnosia take the eyes out of face representations? Evidence for a defect in representing diagnostic facial information following brain damage. Journal of Cognitive Neuroscience, 17, pp. 1652-1666.

Caldara, R., Schyns, P.G. , Mayer, E., Smith, M.L., Gosselin, F. and Rossion, B. (2005) Does prosopagnosia take the eyes out from faces? Evidence for a defect in the use of diagnostic information in a brain damaged patient. Journal of Cognitive Neuroscience(17), pp. 1552-1566.

Caldara, R., Schyns, P.G. , Mayer, E., Smith, M.L., Gosselin, F. and Rossion, B. (2005) Does prosopagnosia take the eyes out of face representations? Evidence for a defect in representing diagnostic facial information following brain damage. Journal of Cognitive Neuroscience, 17(10), pp. 1652-1666.

Chauvin, A., Worsley, K., Schyns, P. , Arguin, M. and Gosselin, F. (2005) Accurate statistical tests for smooth classification images. Journal of Vision, 5, pp. 659-667. (doi: 10.1167/5.9.1)

Gibson, B.M., Wasserman, E.A., Gosselin, F. and Schyns, P.G. (2005) Applying Bubbles to Localize Features That Control Pigeons Visual. Journal of Experimental Psychology: Animal Behavior Processes, 31(3), pp. 376-382.

Gibson, B.M., Wasserman, E.A., Gosselin, F. and Schyns, P.G. (2005) Applying bubbles to localize features that control pigeons' visual discrimination behavior. Journal of Experimental Psychology: Animal Behavior Processes, 31, pp. 376-382. (doi: 10.1037/0097-7403.31.3.376)

Goffaux, V., Jacques, C., Mouraux, A., Oliva, A., Schyns, P. and Rossion, B. (2005) Diagnostic colours contribute to the early stages of scene categorization: Behavioural and neurophysiological evidence. Visual Cognition, 12, pp. 878-892. (doi: 10.1080/1350628044400562)

Goffaux, V., Jacques, C., Mouraux, A., Oliva, A., Schyns, P.G. and Rossion, B. (2005) Diagnostic colors contribute to the early stages of scene categorization: behavioral and electrophysiological evidence. Visual Cognition, 17(10), pp. 878-892.

McCotter, M., Gosselin, F., Sowden, P. and Schyns, P. (2005) The use of visual information in natural scenes. Visual Cognition, 12, pp. 938-953. (doi: 10.1080/13506280444000599)

Ozgen, E., Sowden, P., Schyns, P. and Daoutis, C. (2005) Top-down attentional modulation of spatial frequency processing in scene perception. Visual Cognition, 12, pp. 925-937. (doi: 10.1080/13506280444000580)

Schyns, P. (2005) Bubbles: A Technique to Reveal the Use of Information in Recognition Tasks EOA Report. Project Report. ESRC. (Unpublished)

Schyns, P. (2005) Flexible Rather than Fixed Usage of Spatial Scales in Recognition Full Research Report. Other. ESRC. (Unpublished)

Schyns, P. (2005) Information Diagnosticity and Information Perception in Object Recognition Full Research Report. Other. ESRC. (Unpublished)

Schyns, P. (2005) What Perceptual Information Conveys Facial Identity and Expression? Full Research Report. Project Report. ESRC. (Unpublished)

Smith, M.L., Cottrell, G.W., Gosselin, F. and Schyns, P.G. (2005) Transmitting and decoding facial expressions. Psychological Science, 16(3), pp. 184-189. (doi: 10.1111/j.0956-7976.2005.00801.x)

Smith, M.L., Gosselin, F., Cottrell, G.W. and Schyns, P.G. (2005) Transmitting and decoding facial expressions. Psychological Science(16), pp. 753-761.

2004

Eger, E., Schyns, P. G. and Kleinschmidt, A. (2004) Scale invariant adaptation in fusiform face-responsive regions. NeuroImage, 22(1), pp. 232-242. (doi: 10.1016/j.neuroimage.2003.12.028) (PMID:15110013)

Gosselin, F. and Schyns, P. (2004) No troubles with bubbles: a reply to Murray and Gold. Vision Research, 44, pp. 471-477. (doi: 10.1016/j.visres.2003.10.007)

Gosselin, F. and Schyns, P.G. (2004) A picture is worth thousands of trials: rendering the use of visual information from spiking neurons to recognition. Cognitive Science, 28(2), pp. 141-146. (doi: 10.1207/s15516709cog2802_1)

Smith, M.L., Gosselin, F. and Schyns, P.G. (2004) Receptive fields for flexible face categorizations. Psychological Science, 15(11), pp. 753-761. (doi: 10.1111/j.0956-7976.2004.00752.x)

Smith, M.L., Gosselin, F. and Schyns, P.G. (2004) Receptive fields for flexible face categorizations. Psychological Science, 15(11), pp. 753-761.

Vinette, C., Gosselin, F. and Schyns, P. (2004) Spatio-temporal dynamics of face recognition in a flash: it's in the eyes. Cognitive Science, 28, pp. 289-301. (doi: 10.1016/j.cogsci.2004.01.002)

2003

Goffaux, V., Jemel, B., Jacques, C., Rossion, B. and Schyns, P. (2003) ERP evidence for task modulations on face perceptual processing at different spatial scales. Cognitive Science, 27, pp. 313-325. (doi: 10.1016/S0364-0213(03)00002-8)

Gosselin, F. and Schyns, P.G. (2003) Superstitious perceptions reveal properties of internal representations. Psychological Science, 14(5), pp. 505-509. (doi: 10.1111/1467-9280.03452)

Paul, L. and Schyns, P. (2003) Attention enhances feature integration. Vision Research, 43, pp. 1793-1798. (doi: 10.1016/S0042-6989(03)00270-0)

Quinn, P. and Schyns, P. (2003) What goes up may come down: perceptual process and knowledge access in the organization of complex visual patterns by young infants. Cognitive Science, 27, pp. 923-935. (doi: 10.1016/j.cogsci.2003.07.001)

Schyns, P.G. , Jentzsch, I., Johnson, M., Schweinberger, S.R. and Gosselin, F. (2003) A Principled Method for Determining the Functionality of ERP Components. NeuroReport(14), pp. 1665-1669.

Schyns, P. (2003) Categorizing and perceiving objects: Exploring a continuum of information use. Psychology of Learning and Motivation, 42, pp. 193-224.

Schyns, P. , Jentzsch, I., Johnson, M., Schweinberger, S. and Gosselin, F. (2003) A principled method for determining the functionality of brain responses. NeuroReport, 14, pp. 1665-1669. (doi: 10.1097/01.wnr.0000088408.04452.e9)

Sowden, P., Ozgen, E., Schyns, P. and Daoutis, C. (2003) Expectancy effects on spatial frequency processing. Vision Research, 43, pp. 2759-2772. (doi: 10.1016/S0042-6989(03)00480-2)

2002

Bonnar, L., Gosselin, F. and Schyns, P.G. (2002) Understanding Dali's Slave Market with the Disappearing Bust of Voltaire: a case study in the scale information driving perception. Perception, 31(6), pp. 683-691. (doi: 10.1068/p3276)

Gosselin, F. and Schyns, P. (2002) RAP: a new framework for visual categorization. Trends in Cognitive Sciences, 6, pp. 70-77.

McCotter, M.V., Gosselin, F.G., Garrod, S.C. and Schyns, P.G. (2002) Superstitious perceptions reveal representations of spatial propositions. Perception(31), p. 110.

Schyns, P.G. , Bonnar, L. and Gosselin, F. (2002) Show me the features! Understanding recognition from the use of visual information. Psychological Science, 13(5), pp. 402-409. (doi: 10.1111/1467-9280.00472)

2001

Morrison, D.J. and Schyns, P.G. (2001) Usage of spatial scales for the categorization of faces, objects, and scenes. Psychonomic Bulletin and Review, 8(3), pp. 454-469. (doi: 10.3758/BF03196180)

Gosselin, F. and Schyns, P.G. (2001) Bubbles: a technique to reveal the use of information in recognition tasks. Vision Research, 41(17), pp. 2261-2271. (doi: 10.1016/S0042-6989(01)00097-9)

Gosselin, F. and Schyns, P. (2001) Why do we SLIP to the basic level? Computational constraints and their implementation. Psychological Review, 108, pp. 735-758.

Gosselin, F., Archambault, A. and Schyns, P.G. (2001) Interactions between taxonomic knowledge, categorization, and perception. In: Hahn, U. and Rascar, M. (eds.) Similarity and Categorization. Oxford University Press. ISBN 9780198506287

2000

Oliva, A. and Schyns, P.G. (2000) Diagnostic colors mediate scene recognition. Cognitive Psychology, 41(2), pp. 176-210.

1999

Archambault, A., O'Donnell, C. and Schyns, P.G. (1999) Blind to object changes: When learning the same object at different levels of categorization modifies its perception. Psychological Science, 10(3), pp. 249-255. (doi: 10.1111/1467-9280.00145)

Schyns, P.G. (1999) The case for cognitive penetrability. Behavioral and Brain Sciences, 22(3), p. 394.

Schyns, P.G. and Oliva, A. (1999) Dr. Angry and Mr. Smile: when categorization flexibly modifies the perception of faces in rapid visual presentations. Cognition, 69(3), pp. 243-265. (doi: 10.1016/S0010-0277(98)00069-9)

1998

Schyns, P.G. (1998) Diagnostic recognition: task constraints, object information, and their interactions. Cognition, 67(1&2), pp. 147-179.

Schyns, P.G. , Goldstone, R.L. and Thibaut, J.P. (1998) The development of features in object concepts. Behavioral and Brain Sciences, 21(1), pp. 1-17.

1997

Oliva, A. and Schyns, P.G. (1997) Coarse blobs or fine edges? Evidence that information diagnosticity changes the perception of complex visual stimuli. Cognitive Psychology, 34(1), pp. 72-107.

Schyns, P.G. and Oliva, A. (1997) Flexible, diagnosticity-driven, rather than fixed, perceptually determined scale selection in scene and face recognition. Perception, 26(8), pp. 1027-1038.

Articles

Duan, Y. , Zhan, J., Gross, J. , Ince, R. A.A. and Schyns, P. G. (2024) Pre-frontal cortex guides dimension-reducing transformations in the occipito-ventral pathway for categorization behaviors. Current Biology, 34(15), 3392-3404.e5. (doi: 10.1016/j.cub.2024.06.050) (PMID:39029470)

Chirila, R.-R., Dahiya, A. S., Schyns, P. and Dahiya, R. (2024) Self‐powered multimodal sensing using energy‐generating solar skin for robotics and smart wearables. Advanced Intelligent Systems, 6(7), 2300824. (doi: 10.1002/aisy.202300824)

Bjornsdottir, R. T., Hensel, L. B., Zhan, J., Garrod, O. G. B., Schyns, P. G. and Jack, R. E. (2024) Social class perception is driven by stereotype-related facial features. Journal of Experimental Psychology: General, 153(3), pp. 742-753. (doi: 10.1037/xge0001519) (PMID:38271012)

Chen, C. , Messinger, D. S., Chen, C., Yan, H., Duan, Y. , Ince, R. A.A. , Garrod, O. G.B., Schyns, P. G. and Jack, R. E. (2024) Cultural facial expressions dynamically convey emotion category and intensity information. Current Biology, 34(1), 213-223.e5. (doi: 10.1016/j.cub.2023.12.001) (PMID:38141619)

Yan, Y., Zhan, J., Garrod, O., Cui, X., Ince, R. A.A. and Schyns, P. G. (2023) Strength of predicted information content in the brain biases decision behavior. Current Biology, 33(24), 5505-5514.e6. (doi: 10.1016/j.cub.2023.10.042) (PMID:38065096)

Yan, Y., Zhang, J., Ince, R. A.A. and Schyns, P. G. (2023) Network communications flexibly predict visual contents that enhance representations for faster visual categorization. Journal of Neuroscience, 43(29), pp. 5391-5405. (doi: 10.1523/JNEUROSCI.0156-23.2023) (PMID:37369588) (PMCID:PMC10359031)

Schyns, P. G. , Snoek, L. and Daube, C. (2023) Stimulus models test hypotheses in brains and DNNs. Trends in Cognitive Sciences, 27(3), pp. 216-217. (doi: 10.1016/j.tics.2022.12.003) (PMID:36635180)

Snoek, L., Jack, R. E. , Schyns, P. G. , Garrod, O. G.B., Mittenbühler, M., Chen, C. , Oosterwijk, S. and Scholte, H. S. (2023) Testing, explaining, and exploring models of facial expressions of emotions. Science Advances, 9(6), eabq8421. (doi: 10.1126/sciadv.abq8421) (PMID:36763663) (PMCID:PMC9916981)

Schyns, P. G. , Snoek, L. and Daube, C. (2022) Degrees of algorithmic equivalence between the brain and its DNN models. Trends in Cognitive Sciences, 26(12), pp. 1090-1102. (doi: 10.1016/j.tics.2022.09.003) (PMID:36216674)

Arabadzhiyska, D. H., Garrod, O. G.B., Fouragnan, E., De Luca, E., Schyns, P. G. and Philiastides, M. (2022) A common neural account for social and non-social decisions. Journal of Neuroscience, 42(48), pp. 9030-9044. (doi: 10.1523/JNEUROSCI.0375-22.2022) (PMID:36280264) (PMCID:PMC9732824)

Ince, R. A.A. , Kay, J. W. and Schyns, P. G. (2022) Within-participant statistics for cognitive science. Trends in Cognitive Sciences, 26(8), pp. 626-630. (doi: 10.1016/j.tics.2022.05.008) (PMID:35710894) (PMCID:PMC9586881)

Jaworska, K. , Yan, Y., Van Rijsbergen, N. J. , Ince, R. A.A. and Schyns, P. G. (2022) Different computations over the same inputs produce selective behavior in algorithmic brain networks. eLife, 11, e73651. (doi: 10.7554/eLife.73651) (PMID:35174783) (PMCID:PMC8853655)

Liu, M., Duan, Y. , Ince, R. A.A. , Chen, C. , Garrod, O. G.B., Schyns, P. G. and Jack, R. E. (2022) Facial expressions elicit multiplexed perceptions of emotion categories and dimensions. Current Biology, 32(1), 200-209.e6. (doi: 10.1016/j.cub.2021.10.035) (PMID:34767768) (PMCID:PMC8751635)

Daube, C., Xu, T., Zhan, J., Webb, A., Ince, R. A.A. , Garrod, O. G.B. and Schyns, P. G. (2021) Grounding deep neural network predictions of human categorization behavior in understandable functional features: the case of face identity. Patterns, 2(10), 100348. (doi: 10.1016/j.patter.2021.100348) (PMCID:PMC8515012)

Ince, R. A.A. , Paton, A. T., Kay, J. W. and Schyns, P. G. (2021) Bayesian inference of population prevalence. eLife, 10, e62461. (doi: 10.7554/eLife.62461) (PMID:34612811) (PMCID:PMC8494477)

Nölle, J., Chen, C. , Hensel, L. B., Garrod, O. G.B., Schyns, P. G. and Jack, R. E. (2021) Facial expressions of emotion include iconic signals of rejection and acceptance. Journal of Vision, 21(9), p. 2932. (doi: 10.1167/jov.21.9.2932)

Zhan, J., Liu, M., Garrod, O. G.B., Daube, C., Ince, R. A.A. , Jack, R. E. and Schyns, P. G. (2021) Modeling individual preferences reveals that face beauty is not universally perceived across cultures. Current Biology, 31(10), 2243-2252.e6. (doi: 10.1016/j.cub.2021.03.013) (PMID:33798430) (PMCID:PMC8162177)

Schyns, P. G. (2020) Vision: face-centered representations in the brain. Current Biology, 30(11), PR1277-R1278. (doi: 10.1016/j.cub.2020.07.086) (PMID:33080203)

Schyns, P. G. , Zhan, J., Jack, R. E. and Ince, R. A.A. (2020) Revealing the information contents of memory within the stimulus information representation framework. Proceedings of the Royal Society of London Series B: Biological Sciences, 375, 20190705. (doi: 10.1098/rstb.2019.0705) (PMID:32248774) (PMCID:PMC7209912)

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)

Zhan, J., Ince, R. A.A. , Van Rijsbergen, N. and Schyns, P. G. (2019) Dynamic construction of reduced representations in the brain for perceptual decision behavior. Current Biology, 29(2), 319-326.e4. (doi: 10.1016/j.cub.2018.11.049) (PMID:30639108) (PMCID:PMC6345582)

Zhan, J., Garrod, O. G.B., van Rijsbergen, N. and Schyns, P. G. (2019) Modelling face memory reveals task-generalizable representations. Nature Human Behaviour, 3, pp. 817-826. (doi: 10.1038/s41562-019-0625-3) (PMID:31209368)

Chen, C. , Crivelli, C., Garrod, O. G.B., Schyns, P. G. , Fernandez-Dols, J.-M. and Jack, R. E. (2018) Distinct facial expressions represent pain and pleasure across cultures. Proceedings of the National Academy of Sciences of the United States of America, 115(43), E10013-E10021. (doi: 10.1073/pnas.1807862115) (PMID:30297420)

Park, H. , Ince, R. A.A. , Schyns, P. G. , Thut, G. and Gross, J. (2018) Representational interactions during audiovisual speech entrainment: Redundancy in left posterior superior temporal gyrus and synergy in left motor cortex. PLoS Biology, 16(8), e2006558. (doi: 10.1371/journal.pbio.2006558) (PMID:30080855) (PMCID:PMC6095613)

Schyns, P. G. (2018) Object recognition: complexity of recognition strategies. Current Biology, 28(7), R313-R315. (doi: 10.1016/j.cub.2018.02.059) (PMID:29614289)

Rychlowska, M., Jack, R. E. , Garrod, O. G.B., Schyns, P. G. , Martin, J. D. and Niedenthal, P. M. (2017) Functional smiles: tools for love, sympathy, and war. Psychological Science, 28(9), pp. 1259-1270. (doi: 10.1177/0956797617706082) (PMID:28741981)

Giordano, B. L., Ince, R. A.A. , Gross, J. , Schyns, P. G. , Panzeri, S. and Kayser, C. (2017) Contributions of local speech encoding and functional connectivity to audio-visual speech perception. eLife, 6, e24763. (doi: 10.7554/elife.24763) (PMID:28590903) (PMCID:PMC5462535)

Pachai, M. V., Sekuler, A. B., Bennett, P. J., Schyns, P. G. and Ramon, M. (2017) Personal familiarity enhances sensitivity to horizontal structure during processing of face identity. Journal of Vision, 17(6), 5. (doi: 10.1167/17.6.5) (PMID:28593249)

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)

Jack, R. E. and Schyns, P. G. (2017) Toward a social psychophysics of face communication. Annual Review of Psychology, 68, pp. 269-297. (doi: 10.1146/annurev-psych-010416-044242) (PMID:28051933)

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)

Delis, I., Chen, C., Jack, R. E. , Garrod, O. G.B., Panzeri, S. and Schyns, P. G. (2016) Space-by-time manifold representation of dynamic facial. Journal of Vision, 16(8), pp. 1-20. 14. (doi: 10.1167/16.8.14) (PMID:27305521) (PMCID:PMC4927208)

Delis, I., Onken, A., Schyns, P. G. , Panzen, S. and Philiastides, M. (2016) Space-by-time non-negative matrix factorization for single-trial decoding of M/EEG activity. NeuroImage, 133, pp. 504-515. (doi: 10.1016/j.neuroimage.2016.03.043) (PMID:27033682) (PMCID:PMC4907687)

Jack, R. E. , Sun, W., Delis, I., Garrod, O. G. B. and Schyns, P. G. (2016) Four not six: revealing culturally common facial expressions of emotion. Journal of Experimental Psychology: General, 145(6), pp. 708-730. (doi: 10.1037/xge0000162) (PMID:27077757)

Popivanov, I. D., Schyns, P. G. and Vogels, R. (2016) Stimulus features coded by single neurons of a macaque body category selective patch. Proceedings of the National Academy of Sciences of the United States of America, 113(7), E2450-E2459. (doi: 10.1073/pnas.1520371113) (PMID:27071095) (PMCID:PMC4855550)

Luo, C., Wang, Q., Schyns, P. G. , Kingdom, F. A.A. and Xu, H. (2015) Facial expression aftereffect revealed by adaption to emotion-invisible dynamic bubbled faces. PLoS ONE, 10(12), e0145877. (doi: 10.1371/journal.pone.0145877) (PMID:26717572) (PMCID:PMC4703136)

Yu, H., Garrod, O., Jack, R. and Schyns, P. (2015) A framework for automatic and perceptually valid facial expression generation. Multimedia Tools and Applications, 74(21), pp. 9427-9447. (doi: 10.1007/s11042-014-2125-9)

Chen, C. , Garrod, O., Schyns, P. and Jack, R. (2015) The face is the mirror of the cultural mind. Journal of Vision, 15(12), p. 928. (doi: 10.1167/15.12.928) (PMID:26326616)

Jack, R. E. and Schyns, P. G. (2015) The human face as a dynamic tool for social communication. Current Biology, 25(14), R621-R634. (doi: 10.1016/j.cub.2015.05.052) (PMID:26196493)

Park, H. , Ince, R. A.A. , Schyns, P. G. , Thut, G. and Gross, J. (2015) Frontal top-down signals increase coupling of auditory low-frequency oscillations to continuous speech in human listeners. Current Biology, 25(12), pp. 1649-1653. (doi: 10.1016/j.cub.2015.04.049) (PMID:26028433) (PMCID:PMC4503802)

Richoz, A.-R., Jack, R. E. , Garrod, O., Schyns, P. and Caldara, R. (2015) Reconstructing dynamic mental models of facial expressions in prosopagnosia reveals distinct representations for identity and expression. Cortex, 65, pp. 50-64. (doi: 10.1016/j.cortex.2014.11.015) (PMID:25638352)

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)

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)

Delis, I., Jack, R. , Garrod, O., Panzeri, S. and Schyns, P. (2014) Characterizing the manifolds of dynamic facial expression categorization. Journal of Vision, 14(10), p. 1384. (doi: 10.1167/14.10.1384)

Gill, D., Jack, R. and Schyns, P. (2014) On the modulation of social inference from faces across viewing distance. Journal of Vision, 14(10), p. 1281. (doi: 10.1167/14.10.1281)

Malcolm, G. L., Nuthmann, A. and Schyns, P. (2014) Beyond gist: strategic and incremental information accumulation for scene categorization. Psychological Science, 25(5), pp. 1087-1097. (doi: 10.1177/0956797614522816) (PMID:24604146) (PMCID:PMC4232276)

Jack, R. E. , Garrod, O. G.B. and Schyns, P. G. (2014) Dynamic facial expressions of emotion transmit an evolving hierarchy of signals over time. Current Biology, 24(2), pp. 187-192. (doi: 10.1016/j.cub.2013.11.064) (PMID:24388852)

Gill, D., Garrod, O. G.B., Jack, R. E. and Schyns, P. G. (2014) Facial movements strategically camouflage involuntary social signals of face morphology. Psychological Science, 25(5), pp. 1079-1086. (doi: 10.1177/0956797614522274)

Richoz, A., Jack, R.E. , Garrod, O.G.B., Schyns, P.G. and Caldara, R. (2014) Reconstructing emotions in motion in prosopagnosia reveals separate representations for identity and emotion. Perception, 43, p. 123.

Gill, D., Garrod, O., Jack, R. and Schyns, P. (2013) Beyond facial morphology: social impressions from dynamic face gestures. Journal of Vision, 13(9), p. 1270. (doi: 10.1167/13.9.1270)

Jack, R. , Garrod, O. and Schyns, P. (2013) Dynamic signaling of facial expressions transmit social information in a hierarchical manner over time. Journal of Vision, 13(9), p. 1277. (doi: 10.1167/13.9.1277)

Sun, W., Garrod, O. G.B., Schyns, P. G. and Jack, R. E. (2013) Dynamic mental models of culture-specific emotions. Journal of Vision, 13(9), p. 593. (doi: 10.1167/13.9.593)

Petro, L.S. , Smith, F.W., Schyns, P.G. and Muckli, L. (2013) Decoding face categories in diagnostic subregions of primary visual cortex. European Journal of Neuroscience, 37(7), pp. 1130-1139. (doi: 10.1111/ejn.12129) (PMID:23373719) (PMCID:PMC3816327)

Jack, R.E. , Garrod, O.G.B., Yu, H., Caldara, R. and Schyns, P.G. (2013) Reply to Sauter and Eisner: differences outweigh commonalities in the communication of emotions across human cultures. Proceedings of the National Academy of Sciences of the United States of America, 110(3), E181-E182. (doi: 10.1073/pnas.1211865110)

Gross, J. , Hoogenboom, N., Thut, G. , Schyns, P. , Panzeri, S., Belin, P. and Garrod, S. (2013) Speech rhythms and multiplexed oscillatory sensory coding in the human brain. PLoS Biology, 11(12), e1001752. (doi: 10.1371/journal.pbio.1001752)

Jack, R. , Garrod, O., Yu, H., Caldara, R. and Schyns, P. (2012) Beyond Darwin: revealing culture-specificities in the temporal dynamics of 4D facial expressions. Journal of Vision, 12(9), p. 971. (doi: 10.1167/12.9.971)

Jack, R.E. , Garrod, O.G.B., Yu, H., Caldara, R. and Schyns, P.G. (2012) Facial expressions of emotion are not culturally universal. Proceedings of the National Academy of Sciences of the United States of America, 109(19), pp. 7241-7244. (doi: 10.1073/pnas.1200155109)

Yu, H., Garrod, O. G.B. and Schyns, P. G. (2012) Perception-driven facial expression synthesis. Computers and Graphics, 36(3), pp. 152-162. (doi: 10.1016/j.cag.2011.12.002)

Smith, M.L., Gosselin, F. and Schyns, P.G. (2012) Measuring internal representations from behavioral and brain data. Current Biology, 22(3), pp. 191-196. (doi: 10.1016/j.cub.2011.11.061)

Jack, R.E. , Caldara, R. and Schyns, P.G. (2012) Internal representations reveal cultural diversity in expectations of facial expressions of emotion. Journal of Experimental Psychology: General, 141(1), pp. 19-25. (doi: 10.1037/a0023463)

Schyns, P.G. (2012) Philippe G. Schyns. Current Biology, 22(5), R145-R147. (doi: 10.1016/j.cub.2011.12.039)

Miellet, S., Caldara, R. and Schyns, P.G. (2011) Local Jekyll and global Hyde: the dual identity of face identification. Psychological Science, 22(12), pp. 1518-1526. (doi: 10.1177/0956797611424290)

Jack, R. , Garrod, O., Yu, H., Caldara, R. and Schyns, P. (2011) Dynamic cultural representations of facial expressions of emotion are not universal. Journal of Vision, 11(11), p. 563. (doi: 10.1167/11.11.563)

Thut, G. , Veniero, D., Romei, V., Miniussi, C., Schyns, P. and Gross, J. (2011) Rhythmic TMS causes local entrainment of natural oscillatory signatures. Current Biology, 21(14), pp. 1176-1185. (doi: 10.1016/j.cub.2011.05.049)

Wang, H.F., Friel, N., Gosselin, F. and Schyns, P.G. (2011) Efficient bubbles for visual categorization tasks. Vision Research, 51(12), pp. 1318-1323. (doi: 10.1016/j.visres.2011.04.007)

Romei, V., Driver, J., Schyns, P. G. and Thut, G. (2011) Rhythmic TMS over parietal cortex links distinct brain frequencies to global versus local visual processing. Current Biology, 21(4), pp. 334-337. (doi: 10.1016/j.cub.2011.01.035) (PMID:21315592) (PMCID:PMC3063337)

Gross, J. , Schyns, P.G. and Thut, G. (2011) Entrainment of perceptually relevant brain oscillations by non-invasive rhythmic stimulation of the human brain. Frontiers in Psychology, 2(170), (doi: 10.3389/fpsyg.2011.00170)

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)

Schyns, P.G. , Thut, G. and Gross, J. (2011) Cracking the code of oscillatory activity. PLoS Biology, 9(5), e1001064. (doi: 10.1371/journal.pbio.1001064)

Taschereau-Dumouchel, V., Rossion, B., Schyns, P.G. and Gosselin, F. (2010) Interattribute distances do not represent the identity of real-world faces. Frontiers in Psychology, 1(159),

Jack, R. E. , Caldara, R. and Schyns, P. G. (2010) Internal Representations of Facial Expressions Reveal Cultural Diversity. Journal of Vision, 10(7), p. 690. (doi: 10.1167/10.7.690)

Schyns, P.G. (2010) Grand challenges in perception science: modeling the future. Frontiers in Psychology, 1, (doi: 10.3389/fpsyg.2010.00010)

Smith, M., Fries, P., Gosselin, F., Goebel, R. and Schyns, P.G. (2009) Inverse mapping the neuronal substrates of face categorizations. Cerebral Cortex, 19(10), pp. 2428-2438. (doi: 10.1093/cercor/bhn257) (PMID:19168662)

Smith, F.W. and Schyns, P.G. (2009) Smile Through Your Fear and Sadness: Transmitting and Identifying Facial Expression Signals Over a Range of Viewing Distances. Psychological Science, 20(10), pp. 1202-1208. (doi: 10.1111/j.1467-9280.2009.02427.x)

Jack, R.E. , Blais, C., Scheepers, C., Schyns, P.G. and Caldara, R. (2009) Cultural confusions show that facial expressions are not universal. Current Biology, 19(18), pp. 1543-1548. (doi: 10.1016/j.cub.2009.07.051)

Schyns, P. G. , Petro, L. S. and Smith, M. L. (2009) Transmission of facial expressions of emotion co-evolved with their efficient decoding in the brain: behavioral and brain evidence. PLoS ONE, 4(5), e5625. (doi: 10.1371/journal.pone.0005625) (PMID:19462006) (PMCID:PMC2680487)

Schyns, P.G. , Gosselin, F. and Smith, M. (2009) Information processing algorithms in the brain. Trends in Cognitive Sciences, 13(1), pp. 20-26. (doi: 10.1016/j.tics.2008.09.008) (PMID:19070533)

van Rijsbergen, N.J. and Schyns, P.G. (2009) Dynamics of trimming the content of face representations for categorization in the brain. PLoS Computational Biology, 5(11), e1000561. (doi: 10.1371/journal.pcbi.1000561)

Smith, F.W., Muckli, L., Brennan, D., Pernet, C., Smith, M., Belin, P., Gosselin, F., Hadley, D.M., Cavanagh, J. and Schyns, P.G. (2008) Classification images reveal the information sensitivity of brain voxels in fMRI. NeuroImage, 40(4), pp. 1643-1654. (doi: 10.1016/j.neuroimage.2008.01.029)

Schyns, P.G., Petro, L.S. and Smith, M.L. (2007) Dynamics of visual information integration in the brain for categorizing facial expressions. Current Biology, 17(18), pp. 1580-1585. (doi: 10.1016/j.cub.2007.08.048) (PMID:17869111)

Smith, M. L., Gosselin, F. and Schyns, P. G. (2007) From a face to its category via a few information processing states in the brain. NeuroImage, 37(3), pp. 974-984. (doi: 10.1016/j.neuroimage.2007.05.030) (PMID:17611125)

Pernet, C., Schyns, P. G. and Demonet, J.-F. (2007) Specific, selective or preferential: comments on category specificity in neuroimaging. NeuroImage, 35(3), pp. 991-997. (doi: 10.1016/j.neuroimage.2007.01.017) (PMID:17336096)

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.

Gibson, B., Lazareva, O., Gosselin, F., Schyns, P. and Wasserman, E. (2007) Nonaccidental properties underlie shape recognition in mammalian and nonmammalian vision. Current Biology, 17, pp. 336-340. (doi: 10.1016/j.cub.2006.12.025)

Humphreys, K., Gosselin, F., Schyns, P.G. and Johnson, M.H. (2006) Using "Bubbles" with babies: a new technique for investigating the informational basis of infant perception. Infant Behavior and Development, 29(3), pp. 471-475. (doi: 10.1016/j.infbeh.2006.02.002) (PMID:17138299)

Halit, H., de Haan, M., Schyns, P. and Johnson, M. (2006) Is high-spatial frequency information used in the early stages of face detection? Brain Research, 1117, pp. 154-161. (doi: 10.1016/j.brainres.2006.07.059)

Joyce, C.A., Schyns, P.G. , Fosselin, F., Cotterell, G.W. and Rossion, B. (2006) Early selection of diagnostic facial information. Vision Research(46), pp. 800-813.

Joyce, C., Schyns, P. , Gosselin, F., Cottrell, G. and Rossion, B. (2006) Early selection of diagnostic facial information in the human visual cortex. Vision Research, 46, pp. 800-813. (doi: 10.1016/j.visres.2005.09.016)

Oliva, A., Torralba, A. and Schyns, P. (2006) Hybrid images. ACM Transactions on Graphics, 25, pp. 527-532.

Ozgen, E., Payne, H., Sowden, P. and Schyns, P. (2006) Retinotopic sensitisation to spatial scale: Evidence for flexible. spatial frequency processing in scene perception. Vision Research, 46, pp. 1108-1119. (doi: 10.1016/j.visres.2005.07.015)

Quinn, P., Schyns, P. and Goldstone, R. (2006) The interplay between perceptual organization and categorization in the representation of complex visual patterns by young infants. Journal of Experimental Child Psychology, 95(2), pp. 117-127. (doi: 10.1016/j.jecp.2006.04.001)

Smith, M.L., Gosselin, F. and Schyns, P.G. (2006) Perceptual Moments of Conscious Visual Experience. Proceedings of the National Academy of Sciences of the United States of America, 103(14), pp. 5626-5631. (doi: 10.1073/pnas.0508972103)

Smith, M., Gosselin, F. and Schyns, P. (2006) Perceptual moments of conscious visual experience inferred from oscillatory brain activity. Proceedings of the National Academy of Sciences of the United States of America, 103(14), pp. 5626-5631. (doi: 10.1073/pnas.0508972103)

Sowden, P. and Schyns, P. (2006) Channel surfing in the visual brain. Trends in Cognitive Sciences, 10, pp. 538-545. (doi: 10.1016/j.tics.2006.10.007)

Adolphs, R., Gosselin, F., Buchanan, T., Tranel, D., Schyns, P. and Damasio, A. (2005) A mechanism for impaired fear recognition after amygdala damage. Nature, 433, pp. 68-72. (doi: 10.1038/nature03086)

Caldara, R., Schyns, P., Mayer, E., Smith, M., Gosselin, F. and Rossion, B. (2005) Does prosopagnosia take the eyes out of face representations? Evidence for a defect in representing diagnostic facial information following brain damage. Journal of Cognitive Neuroscience, 17, pp. 1652-1666.

Caldara, R., Schyns, P.G. , Mayer, E., Smith, M.L., Gosselin, F. and Rossion, B. (2005) Does prosopagnosia take the eyes out from faces? Evidence for a defect in the use of diagnostic information in a brain damaged patient. Journal of Cognitive Neuroscience(17), pp. 1552-1566.

Caldara, R., Schyns, P.G. , Mayer, E., Smith, M.L., Gosselin, F. and Rossion, B. (2005) Does prosopagnosia take the eyes out of face representations? Evidence for a defect in representing diagnostic facial information following brain damage. Journal of Cognitive Neuroscience, 17(10), pp. 1652-1666.

Chauvin, A., Worsley, K., Schyns, P. , Arguin, M. and Gosselin, F. (2005) Accurate statistical tests for smooth classification images. Journal of Vision, 5, pp. 659-667. (doi: 10.1167/5.9.1)

Gibson, B.M., Wasserman, E.A., Gosselin, F. and Schyns, P.G. (2005) Applying Bubbles to Localize Features That Control Pigeons Visual. Journal of Experimental Psychology: Animal Behavior Processes, 31(3), pp. 376-382.

Gibson, B.M., Wasserman, E.A., Gosselin, F. and Schyns, P.G. (2005) Applying bubbles to localize features that control pigeons' visual discrimination behavior. Journal of Experimental Psychology: Animal Behavior Processes, 31, pp. 376-382. (doi: 10.1037/0097-7403.31.3.376)

Goffaux, V., Jacques, C., Mouraux, A., Oliva, A., Schyns, P. and Rossion, B. (2005) Diagnostic colours contribute to the early stages of scene categorization: Behavioural and neurophysiological evidence. Visual Cognition, 12, pp. 878-892. (doi: 10.1080/1350628044400562)

Goffaux, V., Jacques, C., Mouraux, A., Oliva, A., Schyns, P.G. and Rossion, B. (2005) Diagnostic colors contribute to the early stages of scene categorization: behavioral and electrophysiological evidence. Visual Cognition, 17(10), pp. 878-892.

McCotter, M., Gosselin, F., Sowden, P. and Schyns, P. (2005) The use of visual information in natural scenes. Visual Cognition, 12, pp. 938-953. (doi: 10.1080/13506280444000599)

Ozgen, E., Sowden, P., Schyns, P. and Daoutis, C. (2005) Top-down attentional modulation of spatial frequency processing in scene perception. Visual Cognition, 12, pp. 925-937. (doi: 10.1080/13506280444000580)

Smith, M.L., Cottrell, G.W., Gosselin, F. and Schyns, P.G. (2005) Transmitting and decoding facial expressions. Psychological Science, 16(3), pp. 184-189. (doi: 10.1111/j.0956-7976.2005.00801.x)

Smith, M.L., Gosselin, F., Cottrell, G.W. and Schyns, P.G. (2005) Transmitting and decoding facial expressions. Psychological Science(16), pp. 753-761.

Eger, E., Schyns, P. G. and Kleinschmidt, A. (2004) Scale invariant adaptation in fusiform face-responsive regions. NeuroImage, 22(1), pp. 232-242. (doi: 10.1016/j.neuroimage.2003.12.028) (PMID:15110013)

Gosselin, F. and Schyns, P. (2004) No troubles with bubbles: a reply to Murray and Gold. Vision Research, 44, pp. 471-477. (doi: 10.1016/j.visres.2003.10.007)

Gosselin, F. and Schyns, P.G. (2004) A picture is worth thousands of trials: rendering the use of visual information from spiking neurons to recognition. Cognitive Science, 28(2), pp. 141-146. (doi: 10.1207/s15516709cog2802_1)

Smith, M.L., Gosselin, F. and Schyns, P.G. (2004) Receptive fields for flexible face categorizations. Psychological Science, 15(11), pp. 753-761. (doi: 10.1111/j.0956-7976.2004.00752.x)

Smith, M.L., Gosselin, F. and Schyns, P.G. (2004) Receptive fields for flexible face categorizations. Psychological Science, 15(11), pp. 753-761.

Vinette, C., Gosselin, F. and Schyns, P. (2004) Spatio-temporal dynamics of face recognition in a flash: it's in the eyes. Cognitive Science, 28, pp. 289-301. (doi: 10.1016/j.cogsci.2004.01.002)

Goffaux, V., Jemel, B., Jacques, C., Rossion, B. and Schyns, P. (2003) ERP evidence for task modulations on face perceptual processing at different spatial scales. Cognitive Science, 27, pp. 313-325. (doi: 10.1016/S0364-0213(03)00002-8)

Gosselin, F. and Schyns, P.G. (2003) Superstitious perceptions reveal properties of internal representations. Psychological Science, 14(5), pp. 505-509. (doi: 10.1111/1467-9280.03452)

Paul, L. and Schyns, P. (2003) Attention enhances feature integration. Vision Research, 43, pp. 1793-1798. (doi: 10.1016/S0042-6989(03)00270-0)

Quinn, P. and Schyns, P. (2003) What goes up may come down: perceptual process and knowledge access in the organization of complex visual patterns by young infants. Cognitive Science, 27, pp. 923-935. (doi: 10.1016/j.cogsci.2003.07.001)

Schyns, P.G. , Jentzsch, I., Johnson, M., Schweinberger, S.R. and Gosselin, F. (2003) A Principled Method for Determining the Functionality of ERP Components. NeuroReport(14), pp. 1665-1669.

Schyns, P. (2003) Categorizing and perceiving objects: Exploring a continuum of information use. Psychology of Learning and Motivation, 42, pp. 193-224.

Schyns, P. , Jentzsch, I., Johnson, M., Schweinberger, S. and Gosselin, F. (2003) A principled method for determining the functionality of brain responses. NeuroReport, 14, pp. 1665-1669. (doi: 10.1097/01.wnr.0000088408.04452.e9)

Sowden, P., Ozgen, E., Schyns, P. and Daoutis, C. (2003) Expectancy effects on spatial frequency processing. Vision Research, 43, pp. 2759-2772. (doi: 10.1016/S0042-6989(03)00480-2)

Bonnar, L., Gosselin, F. and Schyns, P.G. (2002) Understanding Dali's Slave Market with the Disappearing Bust of Voltaire: a case study in the scale information driving perception. Perception, 31(6), pp. 683-691. (doi: 10.1068/p3276)

Gosselin, F. and Schyns, P. (2002) RAP: a new framework for visual categorization. Trends in Cognitive Sciences, 6, pp. 70-77.

McCotter, M.V., Gosselin, F.G., Garrod, S.C. and Schyns, P.G. (2002) Superstitious perceptions reveal representations of spatial propositions. Perception(31), p. 110.

Schyns, P.G. , Bonnar, L. and Gosselin, F. (2002) Show me the features! Understanding recognition from the use of visual information. Psychological Science, 13(5), pp. 402-409. (doi: 10.1111/1467-9280.00472)

Morrison, D.J. and Schyns, P.G. (2001) Usage of spatial scales for the categorization of faces, objects, and scenes. Psychonomic Bulletin and Review, 8(3), pp. 454-469. (doi: 10.3758/BF03196180)

Gosselin, F. and Schyns, P.G. (2001) Bubbles: a technique to reveal the use of information in recognition tasks. Vision Research, 41(17), pp. 2261-2271. (doi: 10.1016/S0042-6989(01)00097-9)

Gosselin, F. and Schyns, P. (2001) Why do we SLIP to the basic level? Computational constraints and their implementation. Psychological Review, 108, pp. 735-758.

Oliva, A. and Schyns, P.G. (2000) Diagnostic colors mediate scene recognition. Cognitive Psychology, 41(2), pp. 176-210.

Archambault, A., O'Donnell, C. and Schyns, P.G. (1999) Blind to object changes: When learning the same object at different levels of categorization modifies its perception. Psychological Science, 10(3), pp. 249-255. (doi: 10.1111/1467-9280.00145)

Schyns, P.G. (1999) The case for cognitive penetrability. Behavioral and Brain Sciences, 22(3), p. 394.

Schyns, P.G. and Oliva, A. (1999) Dr. Angry and Mr. Smile: when categorization flexibly modifies the perception of faces in rapid visual presentations. Cognition, 69(3), pp. 243-265. (doi: 10.1016/S0010-0277(98)00069-9)

Schyns, P.G. (1998) Diagnostic recognition: task constraints, object information, and their interactions. Cognition, 67(1&2), pp. 147-179.

Schyns, P.G. , Goldstone, R.L. and Thibaut, J.P. (1998) The development of features in object concepts. Behavioral and Brain Sciences, 21(1), pp. 1-17.

Oliva, A. and Schyns, P.G. (1997) Coarse blobs or fine edges? Evidence that information diagnosticity changes the perception of complex visual stimuli. Cognitive Psychology, 34(1), pp. 72-107.

Schyns, P.G. and Oliva, A. (1997) Flexible, diagnosticity-driven, rather than fixed, perceptually determined scale selection in scene and face recognition. Perception, 26(8), pp. 1027-1038.

Book Sections

Malcolm, G. L. and Schyns, P. G. (2014) More than meets the eye: the active selection of diagnostic information across spatial locations and scales during scene categorization. In: Kveraga, K. and Bar, M. (eds.) Scene Vision: Making Sense of What We See. The MIT Press: Cambridge, Massachusetts ; London, England, pp. 27-44. ISBN 9780262027854 (doi: 10.7551/mitpress/9780262027854.003.0002)

Gosselin, F., Archambault, A. and Schyns, P.G. (2001) Interactions between taxonomic knowledge, categorization, and perception. In: Hahn, U. and Rascar, M. (eds.) Similarity and Categorization. Oxford University Press. ISBN 9780198506287

Research Reports or Papers

Schyns, P. (2007) Superstitious Perceptions Reveal Properties of Internal Representations: Full Research Report. ESRC End of Award Report. Other. ESRC. (Unpublished)

Schyns, P. (2005) Bubbles: A Technique to Reveal the Use of Information in Recognition Tasks EOA Report. Project Report. ESRC. (Unpublished)

Schyns, P. (2005) Flexible Rather than Fixed Usage of Spatial Scales in Recognition Full Research Report. Other. ESRC. (Unpublished)

Schyns, P. (2005) Information Diagnosticity and Information Perception in Object Recognition Full Research Report. Other. ESRC. (Unpublished)

Schyns, P. (2005) What Perceptual Information Conveys Facial Identity and Expression? Full Research Report. Project Report. ESRC. (Unpublished)

Conference or Workshop Item

Daube, C., Giordano, B., Schyns, P. G. and Ince, R. A.A. (2019) Quantitatively Comparing Predictive Models with the Partial Information Decomposition. 2019 Conference on Cognitive Computational Neuroscience, Berlin, Germany, 13-16 Sep 2019. pp. 838-840. (doi: 10.32470/CCN.2019.1142-0)

Conference Proceedings

Snoek, L., Jack, R. E. and Schyns, P. G. (2023) Dynamic Face Imaging: A Novel Analysis Framework for 4D Social Face Perception and Expression. In: 2023 IEEE 17th International Conference on Automatic Face and Gesture Recognition (FG), Waikoloa Beach, HI, USA, 05-08 Jan 2023, ISBN 9798350345445 (doi: 10.1109/fg57933.2023.10042724)

Chirila, R., Ozioko, O., Schyns, P. G. and Dahiya, R. (2022) Multidirectional Strain Sensor Using Multimaterial 3D Printing. In: 2022 IEEE International Conference on Flexible and Printable Sensors and Systems (FLEPS), Vienna, Austria, 10-13 Jul 2022, ISBN 9781665442732 (doi: 10.1109/fleps53764.2022.9781529)

Chen, C. , Garrod, O. G. B., Ince, R. A. A. , Foster, M. E. , Schyns, P. G. and Jack, R. E. (2020) Building culturally-valid dynamic facial expressions for a conversational virtual agent using human perception. In: Proceedings of the 20th ACM International Conference on Intelligent Virtual Agents, Scotland, Virtual Event, UK, 20 - 22 October 2020, ISBN 9781450375863 (doi: 10.1145/3383652.3423913)

Chen, C. , Garrod, O. G. B., Schyns, P. G. and Jack, R. E. (2020) Dynamic face movement texture enhances the perceived realism of facial expressions of emotion. In: Proceedings of the 20th ACM International Conference on Intelligent Virtual Agents, Scotland, Virtual Event, UK, 20 - 22 October 2020, ISBN 9781450375863 (doi: 10.1145/3383652.3423912)

Chen, C. , Hensel, L. B., Duan, Y. , Ince, R. , Garrod, O. G.B., Beskow, J., Jack, R. E. and Schyns, P. G. (2019) Equipping Social Robots with Culturally-Sensitive Facial Expressions of Emotion Using Data-Driven Methods. In: 14th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2019), Lille, France, 14-18 May 2019, ISBN 9781728100890 (doi: 10.1109/FG.2019.8756570)

Chen, C. , Garrod, O. G.B., Zhan, J., Beskow, J., Schyns, P. G. and Jack, R. E. (2018) Reverse Engineering Psychologically Valid Facial Expressions of Emotion into Social Robots. In: 13th IEEE International Conference on Automatic Face and Gesture Recognition, Xi'an, China, 15-19 May 2018, pp. 448-452. ISBN 9781538623350 (doi: 10.1109/FG.2018.00072)

Xu, T., Garrod, O., Scholte, S. H., Ince, R. and Schyns, P. G. (2018) Using Psychophysical Methods to Understand Mechanisms of Face Identification in a Deep Neural Network. In: IEEE Conference on Computer Vision and Pattern Recognition Workshops, Salt Lake City, UT, USA, June 18-22, 2018, pp. 2057-2065. ISBN 9781538661000 (doi: 10.1109/CVPRW.2018.00266)

Yu, H., Garrod, O., Jack, R. and Schyns, P. (2014) Realistic facial animation generation based on facial expression mapping. In: Fifth International Conference on Graphic and Image Processing (ICGIP 2013), Hong Kong, China, 26-27 Oct 2013, pp. 906903-1. (doi: 10.1117/12.2049921)

Simmons, D.R. et al. (2007) Visual appearance: applications in public health dentistry and maxillo-facial surgery. In: CIE Expert Symposium on Visual Appearance, 2007,