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Cracking the neural code of human object vision

Publications

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

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

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

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

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

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

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

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

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

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

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