Dr. I.I.A. (Iris) Groen
Faculteit der Natuurwetenschappen, Wiskunde en Informatica
Informatics Institute
Fotograaf: Liesbeth Dingemans
Bezoekadres
- Science Park 904
Postadres
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Postbus 94323
1090 GH Amsterdam
Contactgegevens
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Profiel
Dr. Iris Groen is sinds september 2020 aangesteld als universitair docent bij het Instituut voor Informatica. Ze wordt aangesteld als een MacGillavry Fellow. In 2023 kreeg ze een permanente aanstelling (tenure).
Dr. Groen is gepromoveerd aan de UvA bij de afdeling Brain and Cognition van het Psychology Research Institute onder begeleiding van Steven Scholte, Sennay Ghebreab and Victor Lamme. Daarna deed ze twee post-docs in de Verenigde Staten, bij het National Institute of Mental Health met Chris Baker en New York University met Jonathan Winawer.
Dr. Groen doet interdisciplinair onderzoek op het grensvlak van computer vision en cognitive neuroscience naar visuele perceptie in het menselijk brein. Ze is met name geinteresseerd in hoe het brein erin slaagt de stroom van complexe visual informatie die continue ons afkomt op een snelle en efficiente manier te verwerken. Ze gebruikt hiervoor computationele modellen van visuele informatieverwerking om menselijk gedrag en hersenactiviteit gemeten met bijvoorbeeld fMRI, EEG of ECoG te voorspellen.
De publicatie lijst hieronder is niet compleet. Zie Dr. Groen's CV (zie boven) en persoonlijke website voor een volledige publicatie lijst.
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Publicaties
- refereed (36)
- wetenschappelijk (7)
- congresbijdragen (2)
- overige (1)
- erkenning (1)
- proefschrift (1)
- datasets (1)
2024
- Brands, A. M., Devore, S., Devinsky, O., Doyle, W., Flinker, A., Friedman, D., Dugan, P., Winawer, J., Groen, I. I. A., & Berry, H. (Ed.) (2024). Temporal dynamics of short-term neural adaptation across human visual cortex. PLoS Computational Biology, 20(5), e1012161. https://doi.org/10.1371/journal.pcbi.1012161
- Groen, I. I. A., Brands, A., Piantoni, G., Montenegro, S., Flinker, A., Devore, S., Devinsky, O., Doyle, W., Dugan, P., Friedman, D., Ramsey, N., Petridou, N., & Winawer, J. (2024). Delayed divisive normalisation accounts for a wide range of temporal dynamics of neural responses in human visual cortex. Journal of Vision, 24(10), 218. https://doi.org/10.1167/jov.24.10.218
- Milne, G. A., Lisi, M., McLean, A., Zheng, R., Groen, I. I. A., & Dekker, T. M. (2024). Perceptual reorganization from prior knowledge emerges late in childhood. iScience, 27(2), 108787. https://doi.org/10.1016/j.isci.2024.108787
- Müller, N., Scholte, H. S., & Groen, I. I. A. (2024). A single spatial transform improves predictions of neural responses by deep neural network models. In Cognitive Computational Neuroscience https://2024.ccneuro.org/pdf/43_Paper_authored_Mueller_CCN_2024.pdf
- Müller, N., Scholte, H. S., & Groen, I. I. A. (2024). Enriching ConvNets with pre-cortical processing enhances alignment with human brain responses. In ICLR 2024 Workshop on Representational Alignment https://openreview.net/pdf?id=qX4rUVZPsl
Roefs, E. C. A., Schellekens, W., Báez-Yáñez, M. G., Bhogal, A. A., Groen, I. I. A., van Osch, M. J. P., Siero, J. C. W., & Petridou, N. (2024). The contribution of the vascular architecture and cerebrovascular reactivity to the BOLD signal formation across cortical depth. Imaging Neuroscience, 2. https://doi.org/10.1162/imag_a_00203 [details]- Downloads
- imag a 00203
- Supplementary files
- imag a 00203-supp
- Downloads
- Scholte, H. S., Smidi, J., Loke, J. L. X., Müller, N., Groen, I. I. A., & van Gerven, M. (2024). Convolutional neural networks align early in training with neural representations. In Cognitive Computational Neuroscience https://2024.ccneuro.org/pdf/48_Paper_authored_Scholte_CCN_2024_full.pdf
2023
- Bartnik, C. G., & Groen, I. I. A. (2023). Visual Perception in the Human Brain: How the Brain Perceives and Understands Real-World Scenes. In S. M. Sherman (Ed.), Oxford Research Encyclopedia of Neuroscience Article e-437 (Oxford Research Encyclopedias). Oxford University Press. https://doi.org/10.1093/acrefore/9780190264086.013.437 [details]
- Müller, N., Groen, I. I. A., & Scholte, H. S. (2023). Pre-Training on High-Quality Natural Image Data Reduces DCNN Texture Bias. In CCN : Conference on Cognitive Computational Neuroscience: Oxford, UK, August 24-27, 2023 (pp. 371-374). CCN. https://doi.org/10.32470/CCN.2023.1294-0 [details]
- Yuasa, K., Groen, I. I. A., Piantoni, G., Montenegro, S., Flinker, A., Devore, S., Devinsky, O., Doyle, W., Dugan, P., Friedman, D., Ramsey, N., Petridou, N., & Winawer, J. (2023). Precise Spatial Tuning of Visually Driven Alpha Oscillations in Human Visual Cortex. eLife, 12, Article RP90387. Advance online publication. https://doi.org/10.7554/eLife.90387.1, https://doi.org/10.7554/eLife.90387
2022
- Groen, I. I. A., Dekker, T. M., Knapen, T., & Silson, E. H. (2022). Visuospatial coding as ubiquitous scaffolding for human cognition. Trends in Cognitive Sciences, 26(1), 81-96. Advance online publication. https://doi.org/10.1016/j.tics.2021.10.011 [details]
- Groen, I. I. A., Piantoni, G., Montenegro, S., Flinker, A., Devore, S., Devinsky, O., Doyle, W., Dugan, P., Friedman, D., Ramsey, N. F., Petridou, N., & Winawer, J. (2022). Temporal Dynamics of Neural Responses in Human Visual Cortex. The Journal of Neuroscience, 42(40), 7562-7580. https://doi.org/10.1523/JNEUROSCI.1812-21.2022 [details]
- Silson, E. H., Groen, I. I. A., & Baker, C. I. (2022). Direct comparison of contralateral bias and face/scene selectivity in human occipitotemporal cortex. Brain Structure and Function, 227(4), Article 1405–1421. Advance online publication. https://doi.org/10.1007/s00429-021-02411-8 [details]
- van Dijk, J. A., de Jong, M. C., Piantoni, G., Fracasso, A., Vansteensel, M. J., Groen, I. I. A., Petridou, N., & Dumoulin, S. O. (2022). Intracranial recordings show evidence of numerosity tuning in human parietal cortex. PLoS ONE, 17(8), Article e0272087. https://doi.org/10.1371/journal.pone.0272087 [details]
- Downloads
- Intracranial recordings show evidence
- Supplementary files
- Supporting information (zip)
- Downloads
2021
- Groen, I. I. A., Silson, E. H., Pitcher, D., & Baker, C. I. (2021). Theta-burst TMS of lateral occipital cortex reduces BOLD responses across category-selective areas in ventral temporal cortex. NeuroImage, 230, Article 117790. Advance online publication. https://doi.org/10.1016/j.neuroimage.2021.117790 [details]
- Downloads
- 1-s2.0-S1053811921000677-main
- Supplementary files
- 1-s2.0-S1053811921000677-mmc1
- Downloads
2020
- Gaglianese, A., Branco, M. P., Groen, I. I. A., Benson, N. C., Vansteensel, M. J., Murray, M. M., Petridou, N., & Ramsey, N. F. (2020). Electrocorticography Evidence of Tactile Responses in Visual Cortices. Brain Topography, 33(5), 559–570. Advance online publication. https://doi.org/10.1007/s10548-020-00783-4 [details]
- Seijdel, N., Jahfari, S., Groen, I. I. A., & Scholte, H. S. (2020). Low-level image statistics in natural scenes influence perceptual decision-making. Scientific Reports, 10, Article 10573. https://doi.org/10.1038/s41598-020-67661-8 [details]
- Downloads
- s41598-020-67661-8
- Supplementary files
- 41598 2020 67661 MOESM1 ESM
- Downloads
2019
- Holdgraf, C., Appelhoff, S., Bickel, S., Bouchard, K., D'Ambrosio, S., David, O., Devinsky, O., Dichter, B., Flinker, A., Foster, B. L., Gorgolewski, K. J., Groen, I., Groppe, D., Gunduz, A., Hamilton, L., Honey, C. J., Jas, M., Knight, R., Lachaux, J-P., ... Hermes, D. (2019). iEEG-BIDS, extending the Brain Imaging Data Structure specification to human intracranial electrophysiology. Scientific Data, 6(1), Article 102. https://doi.org/10.1038/s41597-019-0105-7
- King, M. L., Groen, I. I. A., Steel, A., Kravitz, D. J., & Baker, C. I. (2019). Similarity judgments and cortical visual responses reflect different properties of object and scene categories in naturalistic images. NeuroImage, 197, 368-382. https://doi.org/10.1016/j.neuroimage.2019.04.079
2018
- Bankson, B. B., Hebart, M. N., Groen, I. I. A., & Baker, C. I. (2018). The temporal evolution of conceptual object representations revealed through models of behavior, semantics and deep neural networks. NeuroImage, 178, 172-182. https://doi.org/10.1016/j.neuroimage.2018.05.037
- Groen, I. I. A., Jahfari, S., Seijdel, N., Ghebreab, S., Lamme, V. A. F., & Scholte, H. S. (2018). Scene complexity modulates degree of feedback activity during object detection in natural scenes. PLoS Computational Biology, 14(12), Article e1006690. Advance online publication. https://doi.org/10.1101/293290, https://doi.org/10.1371/journal.pcbi.1006690 [details]
- Downloads
- journal.pcbi.1006690
- Supplementary files
- pcbi.1006690.s001
- Downloads
- Groen, I. I., Greene, M. R., Baldassano, C., Fei-Fei, L., Beck, D. M., & Baker, C. I. (2018). Distinct contributions of functional and deep neural network features to representational similarity of scenes in human brain and behavior. eLife, 7, Article e32962. https://doi.org/10.7554/eLife.32962
2017
- Groen, I. I. A., Silson, E. H., & Baker, C. I. (2017). Contributions of low- and high-level properties to neural processing of visual scenes in the human brain. Philosophical Transactions of the Royal Society B - Biological Sciences, 372(1714), Article 20160102. https://doi.org/10.1098/rstb.2016.0102
2016
- Groen, I. I. A., Ghebreab, S., Lamme, V. A. F., & Scholte, H. S. (2016). The time course of natural scene perception with reduced attention. Journal of Neurophysiology, 115(2), 931-946. Advance online publication. https://doi.org/10.1152/jn.00896.2015 [details]
- Harel, A., Groen, I. I. A., Kravitz, D. J., Deouell, L. Y., & Baker, C. I. (2016). The Temporal Dynamics of Scene Processing: A Multifaceted EEG Investigation. eNeuro, 3(5). Advance online publication. https://doi.org/10.1523/ENEURO.0139-16.2016
- Malcolm, G. L., Groen, I. I. A., & Baker, C. I. (2016). Making Sense of Real-World Scenes. Trends in Cognitive Sciences, 20(11), 843-856. https://doi.org/10.1016/j.tics.2016.09.003
- Silson, E. H., Groen, I. I. A., Kravitz, D. J., & Baker, C. I. (2016). Evaluating the correspondence between face-, scene-, and object-selectivity and retinotopic organization within lateral occipitotemporal cortex. Journal of Vision, 16(6), Article 14. https://doi.org/10.1167/16.6.14 [details]
2015
- Ramakrishnan, K., Scholte, H. S., Groen, I. I. A., Smeulders, A. W. M., & Ghebreab, S. (2015). Visual dictionaries as intermediate features in the human brain. Frontiers in Computational Neuroscience, 8, Article 168. https://doi.org/10.3389/fncom.2014.00168 [details]
2014
- Ramakrishnan, K., Groen, I. I. A., Scholte, H. S., Smeulders, A. W. M., & Ghebreab, S. (2014). Visual dictionaries in the Brain: Comparing HMAX and BOW. In 2014 IEEE International Conference on Multimedia and Expo (ICME 2014): Chengdu, China 14-18 July 2014 IEEE. https://doi.org/10.1109/ICME.2014.6890312 [details]
2013
- Groen, I. I. A., Ghebreab, S., Prins, H., Lamme, V. A. F., & Scholte, H. S. (2013). From image statistics to scene gist: evoked neural activity reveals transition from low-level natural image structure to scene category. The Journal of Neuroscience, 33(48), 18814-18824. Advance online publication. https://doi.org/10.1523/JNEUROSCI.3128-13.2013 [details]
- Ramakrishnan, K., Groen, I., Scholte, S., Smeulders, A., & Ghebreab, S. (2013). Visual word representation in the brain. In MLINI '13: machine learning and interpretation in neuroimaging: proceedings of MLINI 2013 NIPS. https://01bd0cad-a-62cb3a1a-s-sites.googlegroups.com/site/mlininips2013/proceedings-of-mlini-2012-1/Paper%2015.pdf?attachauth=ANoY7cp4nAvjL0WGF0VhlKiNYjlsYK5Dun8QP5WroTIsnx2beAI3dKBZ6LmozcGUQznaKwYA8z1FppD-OddZf2__8Sy_ysB9R26SiZViH0zKXZAoaAICLlW_mF3pMdmL9meh5vIuQdNn5iUb5C-qreYHpMZbz8IKpx2y3LTw6vkL3GbUCXex3xPGKMHa0alD3S79ps0hJeTMPBP0mplBJ4gAIEfaDAYl0OBH3ojGGVq4SYWXR5wydJhd5EL9Vcy3sop_rzG6UVUB&attredirects=0 [details]
2012
- Barense, M. D., Groen, I. I. A., Lee, A. C. H., Yeung, L. K., Brady, S. M., Gregory, M., Kapur, N., Bussey, T. J., Saksida, L. M., & Henson, R. N. A. (2012). Intact memory for irrelevant information impairs perception in amnesia. Neuron, 75(1), 157-167. https://doi.org/10.1016/j.neuron.2012.05.014 [details]
- Groen, I. I. A., Ghebreab, S., Lamme, V. A. F., & Scholte, H. S. (2012). Low-level contrast statistics are diagnostic of invariance of natural textures. Frontiers in Computational Neuroscience, 6, 34. Article 34. https://doi.org/10.3389/fncom.2012.00034 [details]
- Groen, I. I. A., Ghebreab, S., Lamme, V. A. F., & Scholte, H. S. (2012). Spatially pooled contrast responses predict neural and perceptual similarity of naturalistic image categories. PLoS Computational Biology, 8(10), Article e1002726. https://doi.org/10.1371/journal.pcbi.1002726.g001 [details]
- Winkel, J., Wijnen, J. G., Danielmeijer, C., Groen, I. I. A., Derfuss, J., Ridderinkhof, K. R., & Forstmann, B. U. (2012). Observed and self-experienced conflict induce similar behavioral and neural adaptation. Social Neuroscience, 7(4), 385-397. https://doi.org/10.1080/17470919.2011.628760 [details]
2009
- Winkel, J., Wijnen, J. G., Ridderinkhof, K. R., Groen, I. I. A., Derrfuss, J., Danielmeier, C., & Forstmann, B. U. (2009). Your conflict matters to me! Behavioral and neural manifestations of control adjustment after self-experienced and observed decision-conflict. Frontiers in Human Neuroscience, 3, Article 57. https://doi.org/10.3389/neuro.09.057.2009 [details]
2024
- Bartnik, C. G., Vukšić, N., Bommer, S., & Groen, I. I. A. (2024). Unveiling task-dependent action affordance representations: Insights from scene-selective cortex and deep neural networks. Journal of Vision, 24(10), Article 897. https://doi.org/10.1167/jov.24.10.897 [details]
- Müller, N., Scholte, H. S., & Groen, I. I. A. (2024). Spatial sampling of deep neural network features improves encoding models of foveal and peripheral visual processing in humans. https://doi.org/10.1101/2024.08.05.606515
- Müller, N., Scholte, H. S., Groen, I. I. A., & Snoek, C. G. M. (2024). Shape-Biased Learning by Thinking Inside the Box. https://www.biorxiv.org/content/10.1101/2024.05.30.595526v1.abstract
2022
- Milne, G. A., Lisi, M., McLean, A., Zheng, R., Groen, I. I. A., & Dekker, T. M. (2022). Emergence of perceptual reorganisation from prior knowledge in human development and Convolutional Neural Networks. BioRxiv. https://doi.org/10.1101/2022.11.21.517321 [details]
2020
- Groen, I., Piantoni, G., Flinker, A., Devore, S., Devinsky, O., Doyle, W., Ramsey, N., Petridou, N., & Winawer, J. (2020). Modeling the temporal dynamics of neural responses in human visual cortex. Journal of Vision, 20(11), Article 582. https://doi.org/10.1167/jov.20.11.582 [details]
2019
- Groen, I. I. A., & Baker, C. I. (2019). Scenes in the Human Brain: Comparing 2D versus 3D Representations. Neuron, 101(1), 8-10. https://doi.org/10.1016/j.neuron.2018.12.014
2013
- Groen, I., Ghebreab, S., Lamme, V., & Scholte, H. (2013). Two stages in the time-course of natural scene gist perception. Perception, 42(Suppl. 1), 161. https://journals.sagepub.com/toc/pec/42/1_suppl [details]
2013
- Groen, I., Ghebreab, S., Lamme, V. A. F., & Scholte, H. S. (2013). Neural Dissimilarity of Scene Naturalness Maps Onto Low-Level Contrast Statistics. Abstract from 19th Annual Meeting of the Organization for Human Brain Mapping, Seattle, Washington, United States. http://www.science.uva.nl/research/publications/2013/GroenHBM2013
- Groen, I., Ghebreab, S., Lamme, V. A. F., & Scholte, H. S. (2013). Two Stages in Scene Gist Perception. Abstract from 2013 Annual Meeting of the Vision Sciences Society, Naples, Florida, United States. http://www.science.uva.nl/research/publications/2013/GroenVSS2013
2014
- Groen, I., Ghebreab, S., Lamme, V. A. F., & Scholte, S. (2014). Neural computation of scene gist with and without attention. Journal of Vision, 14(10), 884. https://doi.org/10.1167/14.10.884
Prijs / subsidie
- Snoek, C., Mettes, P., Janssen, H., Blanke, T., Groen, I. & Rudinac, S. (2023). Artificial Intelligence for video from a multidisciplinary perspective. https://dsc.uva.nl/programmes/interdisciplinary-phd-programme/hava-lab/hava-lab.html
2014
- Groen, I. I. A. (2014). Scene statistics: neural representation of real-world structure in rapid visual perception. [Thesis, fully internal, Universiteit van Amsterdam]. [details]
- Downloads
- Thesis
- Cover
- Title pages
- Contents
- Chapter 1: Introduction
- Chapter 2: Local contrast statistics predict neural and perceptual similarity of naturalistic image categories
- Chapter 3: Local contrast statistics are diagnostic of invariance of natural textures
- Chapter 4: From image statistics to scene gist: evoked activity reveals neural sensitivity to local contrast statistics during global property categorization
- Chapter 5: Task manipulations in scene categorization influence late, but not early neural encoding of global scene information
- Chapter 6: Scene statistics predict neural feedback to low-level visual areas during object categorization in natural scenes
- Chapter 7: Summary and discussion
- References
- List of publications
- Nederlandse samenvatting
- Dankwoord
- Downloads
2024
- Bartnik, C. G. & Groen, I. I. A. (12-11-2024). Raw EEG data: Spatiotemporal Dynamics of Action Affordance Processing and lackingalignment in DNN models. Universiteit van Amsterdam. https://doi.org/10.21942/uva.27678789.v1
This list of publications is extracted from the UvA-Current Research Information System. Questions? Ask the library or the Pure staff of your faculty / institute. Log in to Pure to edit your publications. Log in to Personal Page Publication Selection tool to manage the visibility of your publications on this list. -
Nevenwerkzaamheden
Geen nevenwerkzaamheden
Roefs, E. C. A., Schellekens, W., Báez-Yáñez, M. G., Bhogal, A. A., Groen, I. I. A., van Osch, M. J. P., Siero, J. C. W., & Petridou, N. (2024). The contribution of the vascular architecture and cerebrovascular reactivity to the BOLD signal formation across cortical depth. Imaging Neuroscience, 2.