Personalized priors: How individual differences in internal models explain idiosyncrasies in natural vision

Project Information

PEP

Grant agreement ID: 101076057

DOI

10.3030/101076057

EC signature date 23 November 2022

Start date 1 January 2023

End date 31 December 2027

Funded under

• European Research Council (ERC)

Total cost

€ 1 484 625,00

EU contribution

€ 1 484 625,00

Coordinated by

JUSTUS-LIEBIG-UNIVERSITAET GIESSEN
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

Other (7)

Cortical alpha rhythms interpolate occluded motion from natural scene context

Author(s): Lu-Chun Yeh, Max Bardelang, Daniel Kaiser
Published in: 2024
Publisher: Cold Spring Harbor Laboratory
DOI: 10.1101/2024.10.11.617824

End-to-end topographic networks as models of cortical map formation and human visual behaviour: moving beyond convolutions

Author(s): Lu, Zejin; Doerig, Adrien; Bosch, Victoria; Krahmer, Bas; Kaiser, Daniel; Cichy, Radoslaw M; Kietzmann, Tim C
Published in: 2023
Publisher: arxiv
DOI: 10.48550/arxiv.2308.09431

Characterizing internal models of the visual environment

Author(s): Daniel Kaiser, Micha Engeser
Published in: 2025
Publisher: Center for Open Science
DOI: 10.31234/osf.io/wucx8_v1

Enhanced and idiosyncratic neural representations of personally typical scenes

Author(s): Gongting Wang, Lixiang Chen, Radoslaw Martin Cichy, Daniel Kaiser
Published in: 2024
Publisher: Cold Spring Harbor Laboratory
DOI: 10.1101/2024.07.31.605915

The neural time course of size constancy in natural scenes

Author(s): Lu-Chun Yeh, Surya Gayet, Daniel Kaiser, Marius V. Peelen
Published in: 2024
Publisher: Cold Spring Harbor Laboratory
DOI: 10.1101/2024.09.26.615104

The representational nature of spatio-temporal recurrent processing in visual object recognition

Author(s): Siying Xie, Johannes Singer, Bati Yilmaz, Daniel Kaiser, Radoslaw M. Cichy
Published in: 2024
Publisher: Cold Spring Harbor Laboratory
DOI: 10.1101/2024.07.30.605751

Representational shifts from feedforward to feedback rhythms index phenomenological integration in naturalistic vision

Author(s): Lixiang Chen, Radoslaw Martin Cichy, Daniel Kaiser
Published in: 2024
Publisher: Cold Spring Harbor Laboratory
DOI: 10.1101/2024.09.17.613416

Peer reviewed articles (9)

Scientific Reports

Author(s): Rico Stecher; Daniel Kaiser
Published in: Scientific Reports, 2024, ISSN 2045-2322
Publisher: Nature Publishing Group
DOI: 10.1038/S41598-024-63320-4

Decoding the rhythmic representation and communication of visual contents

Author(s): Rico Stecher, Radoslaw Martin Cichy, Daniel Kaiser
Published in: Trends in Neurosciences, 2025, ISSN 0166-2236
Publisher: Elsevier BV
DOI: 10.22029/jlupub-19585

Journal of Neurophysiology

Author(s): Lixiang Chen; Radoslaw Martin Cichy; Daniel Kaiser
Published in: Journal of Neurophysiology, 2023, ISSN 0022-3077
Publisher: American Physiological Society
DOI: 10.1152/JN.00450.2023

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, Issue 245, 2024, ISSN 0010-0277
Publisher: Elsevier BV
DOI: 10.17169/refubium-42890

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

Author(s): Lixiang Chen, Radoslaw M. Cichy, Daniel Kaiser
Published in: Science Advances, Issue 9, 2023, ISSN 2375-2548
Publisher: American Association for the Advancement of Science (AAAS)
DOI: 10.17169/refubium-42517

Integrative processing in artificial and biological vision predicts the perceived beauty of natural images

Author(s): Sanjeev Nara; Daniel Kaiser
Published in: Science Advances, 2023, ISSN 2375-2548
Publisher: AAAS
DOI: 10.1126/SCIADV.ADI9294

EEG decoding reveals neural predictions for naturalistic material behaviors

Author(s): Daniel Kaiser; Rico Stecher; Katja Doerschner
Published in: The Journal of Neuroscience, 2023, ISSN 1529-2401
Publisher: SfN
DOI: 10.1523/JNEUROSCI.0286-23.2023

Social Cognitive and Affective Neuroscience

Author(s): David Pitcher; Magdalena W. Sliwinska; Daniel Kaiser
Published in: Social Cognitive and Affective Neuroscience, 2023, ISSN 1749-5024
Publisher: Oxford University Press
DOI: 10.1101/2023.03.09.531897

An object numbering task reveals an underestimation of complexity for typically structured scenes

Author(s): Alex Carter; Daniel Kaiser
Published in: Psychonomic Bulletin and Review, 2024, ISSN 1531-5320
Publisher: Springer Nature
DOI: 10.22029/jlupub-19586