Cracking the neural code of human object vision

Project Information

CRACK

Grant agreement ID: 803370

DOI

10.3030/803370

Project closed

EC signature date 11 December 2018

Start date 1 May 2019

End date 31 January 2025

Funded under

• EXCELLENT SCIENCE - European Research Council (ERC)

Total cost

€ 1 480 576,00

EU contribution

€ 1 480 576,00

Coordinated by

FREIE UNIVERSITAET BERLIN
Germany

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Publications

Peer reviewed articles (37)

A large and rich dataset for modelling human visual object recognition

Author(s): Alessandro Gifford, Kshitij Dwivedi, Gemma Roig, Radoslaw Martin Cichy
Published in: neuroimage, 2022, ISSN 1053-8119
Publisher: Academic Press
DOI: 10.1016/j.neuroimage.2022.119754

Individual differences in internal models explain idiosyncrasies in scene perception

Author(s): Gongting Wang, Matthew J Foxwell, Radoslaw M. Cichy, David Pitcher, Daniel Kaiser
Published in: Cognition, 2023, ISSN 1873-7838
Publisher: Elsevier
DOI: 10.31234/osf.io/98wt7

Unveiling functions of the visual cortex using task-specific deep neural networks

Author(s): Kshitij Dwivedi, Michael F. Bonner, Radoslaw Martin Cichy, Gemma Roig
Published in: PLOS Computational Biology, Issue 17/8, 2021, Page(s) e1009267, ISSN 1553-7358
Publisher: PLoS
DOI: 10.1371/journal.pcbi.1009267

Visual Imagery and Perception Share Neural Representations in the Alpha Frequency Band

Author(s): Siying Xie, Daniel Kaiser, Radoslaw M. Cichy
Published in: Current Biology, Issue 30/13, 2020, Page(s) 2621-2627.e5, ISSN 0960-9822
Publisher: Cell Press
DOI: 10.1016/j.cub.2020.04.074

Alpha-frequency feedback to early visual cortex orchestrates coherent natural vision

Author(s): Lixiang Chen, Cichy RM, Kaiser D
Published in: Science Advances, 2023, ISSN 2375-2548
Publisher: AAAS
DOI: 10.1126/sciadv.adi2321

The transformation of sensory to perceptual braille letter representations in the visually deprived brain

Author(s): Marleen Haupt, Monika Graumann, Santani Teng, Carina Kaltenbach, Radoslaw Cichy
Published in: eLife, Issue 13, 2024, ISSN 2050-084X
Publisher: eLife Sciences Publications
DOI: 10.7554/elife.98148.3

Coherent natural scene structure facilitates the extraction of task-relevant object information in visual cortex

Author(s): Daniel Kaiser, Greta Häberle, Radoslaw M. Cichy
Published in: NeuroImage, Issue 240, 2021, Page(s) 118365, ISSN 1053-8119
Publisher: Academic Press
DOI: 10.1016/j.neuroimage.2021.118365

Temporal uncertainty enhances suppression of neural responses to predictable visual stimuli

Author(s): Sanjeev Nara, Mikel Lizarazu, Craig G Richter, Diana C Dima, Radoslaw M Cichy, Mathieu Bourguignon, Nicola Molinaro
Published in: NeuroImage, Issue 239, 2021, Page(s) 118314, ISSN 1053-8119
Publisher: Academic Press
DOI: 10.1016/j.neuroimage.2021.118314

Communicative signals during joint attention promote neural processes of infants and caregivers

Author(s): Anna Bánki, Moritz Köster, Radoslaw Martin Cichy, Stefanie Hoehl
Published in: Developmental Cognitive Neuroscience, Issue 65, 2024, Page(s) 101321, ISSN 1878-9293
Publisher: Elsevier BV
DOI: 10.1016/j.dcn.2023.101321

Disentangling five dimensions of animacy in human brain and behaviour

Author(s): Jozwik KM, Najarro E, van dern Bosch JJF, Charest I, Cichy RM, Kriegeskorte N
Published in: Communications Biology, 2022, ISSN 2399-3642
Publisher: Nature Publishing Group
DOI: 10.1038/s42003-022-04194-y

Independent spatiotemporal effects of spatial attention and background clutter on human object location representations

Author(s): Graumann M, Wallenwein LA, Cichy RM
Published in: Neuroimage, 2023, ISSN 1053-8119
Publisher: Academic Press
DOI: 10.1016/j.neuroimage.2023.120053

Deep Neural Networks and Visuo-Semantic Models Explain Complementary Components of Human Ventral-Stream Representational Dynamics

Author(s): Kamila M. Jozwik; Tim C. Kietzmann; Radoslaw M. Cichy; Nikolaus Kriegeskorte; Marieke Mur
Published in: The Journal of Neuroscience, Issue 1, 2023, Page(s) pp. 1731-1741, ISSN 1529-2401
Publisher: The Society for Neuroscience
DOI: 10.1523/jneurosci.1424-22.2022

Object Vision in a Structured World

Author(s): Daniel Kaiser, Genevieve L. Quek, Radoslaw M. Cichy, Marius V. Peelen
Published in: Trends in Cognitive Sciences, Issue 23/8, 2019, Page(s) 672-685, ISSN 1364-6613
Publisher: Elsevier BV
DOI: 10.1016/j.tics.2019.04.013

A M/EEG-fMRI Fusion Primer: Resolving Human Brain Responses in Space and Time

Author(s): Radoslaw M. Cichy, Aude Oliva
Published in: Neuron, Issue 107/5, 2020, Page(s) 772-781, ISSN 0896-6273
Publisher: Cell Press
DOI: 10.1016/j.neuron.2020.07.001

Semantic scene-object consistency modulates N300/400 EEG components, but does not automatically facilitate object representations

Author(s): Lixiang Chen; Radoslaw Martin Cichy; Daniel Kaiser
Published in: Cerebral Cortex, 2021, ISSN 1460-2199
Publisher: Oxford University Press
DOI: 10.1101/2021.08.19.456466

Visual features are processed before navigational affordances in the human brain

Author(s): Kshitij Dwivedi, Sari Sadiya, Marta P. Balode, Gemma Roig, Radoslaw M. Cichy
Published in: Scientific Reports, 2023, ISSN 2045-2322
Publisher: Nature Publishing Group
DOI: 10.1101/2023.06.27.546695

Dissociable Components of Information Encoding in Human Perception

Author(s): Diego Vidaurre, Radoslaw M Cichy, Mark W Woolrich
Published in: Cerebral Cortex, Issue 31/12, 2021, Page(s) 5664-5675, ISSN 1047-3211
Publisher: Oxford University Press
DOI: 10.1093/cercor/bhab189

The spatiotemporal neural dynamics of object location representations in the human brain

Author(s): Monika Graumann, Kshitij Dwivedi, Gemma Roig, Radoslaw Martin Cichy
Published in: Nature Human Behavior, 2022, ISSN 2397-3374
Publisher: Nature Publishing Group
DOI: 10.1038/s41562-022-01302-0

Visual category representations in the infant brain

Author(s): Siying Xie, Hoehl S, Moeskops M, Kayhan E, Klliesch C, Turtleton B, Köster M*, Radoslaw Martin Cichy
Published in: Current Biology, 2022, ISSN 1879-0445
Publisher: Cell Press
DOI: 10.1016/j.cub.2022.11.016

Unraveling Representations in Scene-selective Brain Regions Using Scene-Parsing Deep Neural Networks

Author(s): Kshitij Dwivedi, Radoslaw Martin Cichy, Gemma Roig
Published in: J Cog Neuro, Issue 1, 2021, Page(s) 1-12, ISSN 1530-8898
Publisher: MIT Press

Laminar dissociation of feedforward and feedback in high-level ventral visual cortex during imagery and perception

Author(s): Tony Carricarte, Polina Iamshchinina, Robert Trampel, Denis Chaimow, Nikolaus Weiskopf, Radoslaw M. Cichy
Published in: iScience, Issue 27, 2025, Page(s) 110229, ISSN 2589-0042
Publisher: Cell
DOI: 10.1016/j.isci.2024.110229

Representational Content of Oscillatory Brain Activity during Object Recognition: Contrasting Cortical and Deep Neural Network Hierarchies

Author(s): Leila Reddy, Radoslaw Martin Cichy, Rufin van Rullen
Published in: eNeuro, 2021, ISSN 2373-2822
Publisher: Society for Neuroscience
DOI: 10.1523/eneuro.0362-20.2021

Development of Higher-Level Vision: A Network Perspective

Author(s): James A. Bourne, Radoslaw M. Cichy, Lynne Kiorpes, Maria Concetta Morrone, Michael J. Arcaro, Kristina J. Nielsen
Published in: The Journal of Neuroscience, Issue 44, 2024, Page(s) e1291242024, ISSN 0270-6474
Publisher: Society for Neuroscience
DOI: 10.1523/jneurosci.1291-24.2024

Cortical sensitivity to natural scene structure

Author(s): Daniel Kaiser, Greta Häberle, Radoslaw Martin Cichy
Published in: Hum Brain Map, 2020, ISSN 1097-0193
Publisher: Wiley Periodicals

Modelling brain representations of abstract concepts

Author(s): Daniel Kaiser, Arthur M Jacobs, Radoslaw Martin Cichy
Published in: PLoS Computational Biology, Issue 18(2):e1009837, 2021, ISSN 1553-7358
Publisher: Public Library of Science
DOI: 10.1371/journal.pcbi.1009837

Modeling short visual events through the BOLD moments video fMRI dataset and metadata

Author(s): Benjamin Lahner, Kshitij Dwivedi, Polina Iamshchinina, Monika Graumann, Alex Lascelles, Gemma Roig, Alessandro Thomas Gifford, Bowen Pan, SouYoung Jin, N. Apurva Ratan Murty, Kendrick Kay, Aude Oliva, Radoslaw Cichy
Published in: Nature Communications, Issue 15, 2024, ISSN 2041-1723
Publisher: Nature Publishing Group
DOI: 10.1038/s41467-024-50310-3

Time resolved multivariate pattern analysis of infant EEG data: a practical tutorial

Author(s): Ashton K, Zinszer BD, Cichy RM, Nelson III CA, Aslin RN, Bayet L
Published in: Dev Cogn Neurosci, 2022, ISSN 1878-9307
Publisher: The Flux Society for Developmental Cognitive Neuroscience
DOI: 10.1016/j.dcn.2022.101094

Parts and Wholes in Scene Processing

Author(s): Daniel Kaiser, Radoslaw M. Cichy
Published in: Journal of Cognitive Neuroscience, 2021, Page(s) 1-12, ISSN 0898-929X
Publisher: Cambridge Center for Behavioral Studies
DOI: 10.1162/jocn_a_01788

Coherent categorical information triggers integration-related alpha dynamics

Author(s): Lixiang Chen, Radoslaw Martin Cichy, Daniel Kaiser
Published in: Journal of Neurophysiology, Issue 131, 2024, Page(s) 619-625, ISSN 0022-3077
Publisher: American Physiological Society
DOI: 10.1152/jn.00450.2023

Rapid contextualization of fragmented scene information in the human visual system

Author(s): Daniel Kaiser, Gabriele Inciuraite, Radoslaw M. Cichy
Published in: NeuroImage, Issue 219, 2020, Page(s) 117045, ISSN 1053-8119
Publisher: Academic Press
DOI: 10.1016/j.neuroimage.2020.117045

A neural mechanism for contextualizing fragmented inputs during naturalistic vision

Author(s): Daniel Kaiser, Jacopo Turini, Radoslaw M Cichy
Published in: eLife, Issue 8, 2019, ISSN 2050-084X
Publisher: eLife Sciences Publications
DOI: 10.7554/elife.48182

Resolving the time course of visual and auditory object categorization

Author(s): Polina Iamshchinina, Agnessa Karapetian, Daniel Kaiser, Radoslaw Martin Cichy
Published in: J Neurophys, 2022, ISSN 0022-3077
Publisher: American Physiological Society
DOI: 10.1152/jn.00515.2021

Real-world structure facilitates the rapid emergence of scene category information in visual brain signals

Author(s): Daniel Kaiser, Greta Häberle, Radoslaw M. Cichy
Published in: Journal of Neurophysiology, Issue 124/1, 2020, Page(s) 145-151, ISSN 0022-3077
Publisher: American Physiological Society
DOI: 10.1152/jn.00164.2020

The Spatiotemporal Neural Dynamics of Object Recognition for Natural Images and Line Drawings

Author(s): Johannes J.D. Singer; Radoslaw M. Cichy; Martin N. Hebart
Published in: The Journal of Neuroscience, Issue 2, 2022, ISSN 1529-2401
Publisher: Society for Neuroscience
DOI: 10.1523/jneurosci.1546-22.2022

A multivariate comparison of electroencephalogram and functional magnetic resonance imaging to electrocorticogram using visual object representations in humans

Author(s): Ebrahiminia F, Cichy RM, Khaligh-Razavi SM
Published in: Front Neurosci, 2022, ISSN 1662-453X
Publisher: Frontiers Media
DOI: 10.3389/fnins.2022.983602

Empirically identifying and computationally modelling the brain-behavior relationship for human scene categorization

Author(s): Agnessa Karapetian, Boyanova A, Pandaram N, Obermayer K, Kietzmann TC*, Radoslaw Martin Cichy
Published in: Plos Comp Biol, 2023, ISSN 1553-7358
Publisher: PLOS
DOI: 10.1101/2023.01.22.525084

Perceived and mentally rotated contents are differentially represented in cortical depth of V1

Author(s): Polina Iamshchinina, Daniel Kaiser, Renat Yakupov, Daniel Haenelt, Alessandro Sciarra, Hendrik Mattern, Falk Luesebrink, Emrah Duezel, Oliver Speck, Nikolaus Weiskopf, Radoslaw Martin Cichy
Published in: Communications Biology, Issue 4/1, 2021, ISSN 2399-3642
Publisher: Nature Publishing Group
DOI: 10.1038/s42003-021-02582-4

Conference proceedings (1)

Net2Brain: A Toolbox to compare artificial vision models with human brain responses

Author(s): Domenic Bersch, Kshitij Dwivedi, Martina Vilas, Radoslaw M. Cichy, Gemma Roig
Published in: 2022 Conference on Cognitive Computational Neuroscience, 2022
Publisher: Cognitive Computational Neuroscience
DOI: 10.32470/ccn.2022.1208-0

Book chapters (1)

Duality Diagram Similarity: A Generic Framework for Initialization Selection in Task Transfer Learning

Author(s): Kshitij Dwivedi, Jiahui Huang, Radoslaw Martin Cichy, Gemma Roig
Published in: Computer Vision – ECCV 2020 - 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part XXVI, Issue 12371, 2020, Page(s) 497-513, ISBN 978-3-030-58573-0
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-58574-7_30