Cracking the neural code of human object vision

Publications

Peer reviewed articles (17)

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, 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, 30/13, 2020, Page(s) 2621-2627.e5, ISSN 0960-9822
Publisher: Cell Press
DOI: 10.1016/j.cub.2020.04.074

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, 240, 2021, Page(s) 118365, ISSN 1053-8119
Publisher: Academic Press
DOI: 10.1016/j.neuroimage.2021.118365

Cortical Sensitivity to Natural Scene Structure

Author(s): Daniel Kaiser; Greta Häberle; Radoslaw M. Cichy
Published in: Human Brain Mapping, 2020, ISSN 1097-0193
Publisher: Wiley
DOI: 10.1101/613885

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, 239, 2021, Page(s) 118314, ISSN 1053-8119
Publisher: Academic Press
DOI: 10.1016/j.neuroimage.2021.118314

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, 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, 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

Dissociable Components of Information Encoding in Human Perception

Author(s): Diego Vidaurre, Radoslaw M Cichy, Mark W Woolrich
Published in: Cerebral Cortex, 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

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

Author(s): Dwivedi, Kshitij; Martin Cichy, Radoslaw; Roig, Gemma
Published in: J Cog Neuro, 1, 2020, Page(s) 1-12, ISSN 1530-8898
Publisher: MIT Press
DOI: 10.1101/2020.03.10.985309

Modelling brain representations of abstract concepts

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

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

Rapid contextualization of fragmented scene information in the human visual system

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

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, 124/1, 2020, Page(s) 145-151, ISSN 0022-3077
Publisher: American Physiological Society
DOI: 10.1152/jn.00164.2020

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, 4/1, 2021, ISSN 2399-3642
Publisher: Nature Publishing Group
DOI: 10.1038/s42003-021-02582-4

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, 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