Cracking the neural code of human object vision

Información del proyecto

CRACK

Identificador del acuerdo de subvención: 803370

DOI

10.3030/803370

Proyecto cerrado

Fecha de la firma de la CE 11 Diciembre 2018

Fecha de inicio 1 Mayo 2019

Fecha de finalización 31 Enero 2025

Financiado con arreglo a

• EXCELLENT SCIENCE - European Research Council (ERC)

Coste total

€ 1 480 576,00

Aportación de la UE

€ 1 480 576,00

Coordinado por

FREIE UNIVERSITAET BERLIN
Germany

CORDIS proporciona enlaces a los documentos públicos y las publicaciones de los proyectos de los programas marco HORIZONTE.

Los enlaces a los documentos y las publicaciones de los proyectos del Séptimo Programa Marco, así como los enlaces a algunos tipos de resultados específicos, como conjuntos de datos y «software», se obtienen dinámicamente de OpenAIRE .

Publicaciones

Peer reviewed articles (37)

A large and rich dataset for modelling human visual object recognition

Autores: Alessandro Gifford, Kshitij Dwivedi, Gemma Roig, Radoslaw Martin Cichy
Publicado en: neuroimage, 2022, ISSN 1053-8119
Editor: Academic Press
DOI: 10.1016/j.neuroimage.2022.119754

Individual differences in internal models explain idiosyncrasies in scene perception

Autores: Gongting Wang, Matthew J Foxwell, Radoslaw M. Cichy, David Pitcher, Daniel Kaiser
Publicado en: Cognition, 2023, ISSN 1873-7838
Editor: Elsevier
DOI: 10.31234/osf.io/98wt7

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

Autores: Kshitij Dwivedi, Michael F. Bonner, Radoslaw Martin Cichy, Gemma Roig
Publicado en: PLOS Computational Biology, Edición 17/8, 2021, Página(s) e1009267, ISSN 1553-7358
Editor: PLoS
DOI: 10.1371/journal.pcbi.1009267

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

Autores: Siying Xie, Daniel Kaiser, Radoslaw M. Cichy
Publicado en: Current Biology, Edición 30/13, 2020, Página(s) 2621-2627.e5, ISSN 0960-9822
Editor: Cell Press
DOI: 10.1016/j.cub.2020.04.074

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

Autores: Lixiang Chen, Cichy RM, Kaiser D
Publicado en: Science Advances, 2023, ISSN 2375-2548
Editor: AAAS
DOI: 10.1126/sciadv.adi2321

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

Autores: Marleen Haupt, Monika Graumann, Santani Teng, Carina Kaltenbach, Radoslaw Cichy
Publicado en: eLife, Edición 13, 2024, ISSN 2050-084X
Editor: eLife Sciences Publications
DOI: 10.7554/elife.98148.3

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

Autores: Daniel Kaiser, Greta Häberle, Radoslaw M. Cichy
Publicado en: NeuroImage, Edición 240, 2021, Página(s) 118365, ISSN 1053-8119
Editor: Academic Press
DOI: 10.1016/j.neuroimage.2021.118365

Temporal uncertainty enhances suppression of neural responses to predictable visual stimuli

Autores: Sanjeev Nara, Mikel Lizarazu, Craig G Richter, Diana C Dima, Radoslaw M Cichy, Mathieu Bourguignon, Nicola Molinaro
Publicado en: NeuroImage, Edición 239, 2021, Página(s) 118314, ISSN 1053-8119
Editor: Academic Press
DOI: 10.1016/j.neuroimage.2021.118314

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

Autores: Anna Bánki, Moritz Köster, Radoslaw Martin Cichy, Stefanie Hoehl
Publicado en: Developmental Cognitive Neuroscience, Edición 65, 2024, Página(s) 101321, ISSN 1878-9293
Editor: Elsevier BV
DOI: 10.1016/j.dcn.2023.101321

Disentangling five dimensions of animacy in human brain and behaviour

Autores: Jozwik KM, Najarro E, van dern Bosch JJF, Charest I, Cichy RM, Kriegeskorte N
Publicado en: Communications Biology, 2022, ISSN 2399-3642
Editor: Nature Publishing Group
DOI: 10.1038/s42003-022-04194-y

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

Autores: Graumann M, Wallenwein LA, Cichy RM
Publicado en: Neuroimage, 2023, ISSN 1053-8119
Editor: 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

Autores: Kamila M. Jozwik; Tim C. Kietzmann; Radoslaw M. Cichy; Nikolaus Kriegeskorte; Marieke Mur
Publicado en: The Journal of Neuroscience, Edición 1, 2023, Página(s) pp. 1731-1741, ISSN 1529-2401
Editor: The Society for Neuroscience
DOI: 10.1523/jneurosci.1424-22.2022

Object Vision in a Structured World

Autores: Daniel Kaiser, Genevieve L. Quek, Radoslaw M. Cichy, Marius V. Peelen
Publicado en: Trends in Cognitive Sciences, Edición 23/8, 2019, Página(s) 672-685, ISSN 1364-6613
Editor: Elsevier BV
DOI: 10.1016/j.tics.2019.04.013

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

Autores: Radoslaw M. Cichy, Aude Oliva
Publicado en: Neuron, Edición 107/5, 2020, Página(s) 772-781, ISSN 0896-6273
Editor: 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

Autores: Lixiang Chen; Radoslaw Martin Cichy; Daniel Kaiser
Publicado en: Cerebral Cortex, 2021, ISSN 1460-2199
Editor: Oxford University Press
DOI: 10.1101/2021.08.19.456466

Visual features are processed before navigational affordances in the human brain

Autores: Kshitij Dwivedi, Sari Sadiya, Marta P. Balode, Gemma Roig, Radoslaw M. Cichy
Publicado en: Scientific Reports, 2023, ISSN 2045-2322
Editor: Nature Publishing Group
DOI: 10.1101/2023.06.27.546695

Dissociable Components of Information Encoding in Human Perception

Autores: Diego Vidaurre, Radoslaw M Cichy, Mark W Woolrich
Publicado en: Cerebral Cortex, Edición 31/12, 2021, Página(s) 5664-5675, ISSN 1047-3211
Editor: Oxford University Press
DOI: 10.1093/cercor/bhab189

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

Autores: Monika Graumann, Kshitij Dwivedi, Gemma Roig, Radoslaw Martin Cichy
Publicado en: Nature Human Behavior, 2022, ISSN 2397-3374
Editor: Nature Publishing Group
DOI: 10.1038/s41562-022-01302-0

Visual category representations in the infant brain

Autores: Siying Xie, Hoehl S, Moeskops M, Kayhan E, Klliesch C, Turtleton B, Köster M*, Radoslaw Martin Cichy
Publicado en: Current Biology, 2022, ISSN 1879-0445
Editor: Cell Press
DOI: 10.1016/j.cub.2022.11.016

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

Autores: Kshitij Dwivedi, Radoslaw Martin Cichy, Gemma Roig
Publicado en: J Cog Neuro, Edición 1, 2021, Página(s) 1-12, ISSN 1530-8898
Editor: MIT Press

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

Autores: Tony Carricarte, Polina Iamshchinina, Robert Trampel, Denis Chaimow, Nikolaus Weiskopf, Radoslaw M. Cichy
Publicado en: iScience, Edición 27, 2025, Página(s) 110229, ISSN 2589-0042
Editor: Cell
DOI: 10.1016/j.isci.2024.110229

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

Autores: Leila Reddy, Radoslaw Martin Cichy, Rufin van Rullen
Publicado en: eNeuro, 2021, ISSN 2373-2822
Editor: Society for Neuroscience
DOI: 10.1523/eneuro.0362-20.2021

Development of Higher-Level Vision: A Network Perspective

Autores: James A. Bourne, Radoslaw M. Cichy, Lynne Kiorpes, Maria Concetta Morrone, Michael J. Arcaro, Kristina J. Nielsen
Publicado en: The Journal of Neuroscience, Edición 44, 2024, Página(s) e1291242024, ISSN 0270-6474
Editor: Society for Neuroscience
DOI: 10.1523/jneurosci.1291-24.2024

Cortical sensitivity to natural scene structure

Autores: Daniel Kaiser, Greta Häberle, Radoslaw Martin Cichy
Publicado en: Hum Brain Map, 2020, ISSN 1097-0193
Editor: Wiley Periodicals

Modelling brain representations of abstract concepts

Autores: Daniel Kaiser, Arthur M Jacobs, Radoslaw Martin Cichy
Publicado en: PLoS Computational Biology, Edición 18(2):e1009837, 2021, ISSN 1553-7358
Editor: Public Library of Science
DOI: 10.1371/journal.pcbi.1009837

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

Autores: 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
Publicado en: Nature Communications, Edición 15, 2024, ISSN 2041-1723
Editor: Nature Publishing Group
DOI: 10.1038/s41467-024-50310-3

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

Autores: Ashton K, Zinszer BD, Cichy RM, Nelson III CA, Aslin RN, Bayet L
Publicado en: Dev Cogn Neurosci, 2022, ISSN 1878-9307
Editor: The Flux Society for Developmental Cognitive Neuroscience
DOI: 10.1016/j.dcn.2022.101094

Parts and Wholes in Scene Processing

Autores: Daniel Kaiser, Radoslaw M. Cichy
Publicado en: Journal of Cognitive Neuroscience, 2021, Página(s) 1-12, ISSN 0898-929X
Editor: Cambridge Center for Behavioral Studies
DOI: 10.1162/jocn_a_01788

Coherent categorical information triggers integration-related alpha dynamics

Autores: Lixiang Chen, Radoslaw Martin Cichy, Daniel Kaiser
Publicado en: Journal of Neurophysiology, Edición 131, 2024, Página(s) 619-625, ISSN 0022-3077
Editor: American Physiological Society
DOI: 10.1152/jn.00450.2023

Rapid contextualization of fragmented scene information in the human visual system

Autores: Daniel Kaiser, Gabriele Inciuraite, Radoslaw M. Cichy
Publicado en: NeuroImage, Edición 219, 2020, Página(s) 117045, ISSN 1053-8119
Editor: Academic Press
DOI: 10.1016/j.neuroimage.2020.117045

A neural mechanism for contextualizing fragmented inputs during naturalistic vision

Autores: Daniel Kaiser, Jacopo Turini, Radoslaw M Cichy
Publicado en: eLife, Edición 8, 2019, ISSN 2050-084X
Editor: eLife Sciences Publications
DOI: 10.7554/elife.48182

Resolving the time course of visual and auditory object categorization

Autores: Polina Iamshchinina, Agnessa Karapetian, Daniel Kaiser, Radoslaw Martin Cichy
Publicado en: J Neurophys, 2022, ISSN 0022-3077
Editor: American Physiological Society
DOI: 10.1152/jn.00515.2021

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

Autores: Daniel Kaiser, Greta Häberle, Radoslaw M. Cichy
Publicado en: Journal of Neurophysiology, Edición 124/1, 2020, Página(s) 145-151, ISSN 0022-3077
Editor: American Physiological Society
DOI: 10.1152/jn.00164.2020

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

Autores: Johannes J.D. Singer; Radoslaw M. Cichy; Martin N. Hebart
Publicado en: The Journal of Neuroscience, Edición 2, 2022, ISSN 1529-2401
Editor: 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

Autores: Ebrahiminia F, Cichy RM, Khaligh-Razavi SM
Publicado en: Front Neurosci, 2022, ISSN 1662-453X
Editor: Frontiers Media
DOI: 10.3389/fnins.2022.983602

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

Autores: Agnessa Karapetian, Boyanova A, Pandaram N, Obermayer K, Kietzmann TC*, Radoslaw Martin Cichy
Publicado en: Plos Comp Biol, 2023, ISSN 1553-7358
Editor: PLOS
DOI: 10.1101/2023.01.22.525084

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

Autores: Polina Iamshchinina, Daniel Kaiser, Renat Yakupov, Daniel Haenelt, Alessandro Sciarra, Hendrik Mattern, Falk Luesebrink, Emrah Duezel, Oliver Speck, Nikolaus Weiskopf, Radoslaw Martin Cichy
Publicado en: Communications Biology, Edición 4/1, 2021, ISSN 2399-3642
Editor: 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

Autores: Domenic Bersch, Kshitij Dwivedi, Martina Vilas, Radoslaw M. Cichy, Gemma Roig
Publicado en: 2022 Conference on Cognitive Computational Neuroscience, 2022
Editor: 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

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