Explaining object permanence with a deep recurrent neural network model of human cortical visual cognition

Project Information

OBJECTPERMOD

Grant agreement ID: 841578

DOI

10.3030/841578

Project closed

EC signature date 12 April 2019

Start date 1 September 2019

End date 17 October 2023

Funded under

• EXCELLENT SCIENCE - Marie Skłodowska-Curie Actions

Total cost

€ 271 732,80

EU contribution

€ 271 732,80

Coordinated by

UNIVERSITY OF GLASGOW
United Kingdom

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 (3)

Can neural networks benefit from objectives that encourage iterative convergent computations? A case study of ResNets and object classification

Author(s): Lippl, S., Peters, B., & Kriegeskorte, N.
Published in: PLOS ONE, Issue 19(3), 2024, Page(s) e0293440, ISSN 1932-6203
Publisher: Public Library of Science
DOI: 10.1371/journal.pone.0293440

Capturing the objects of vision with neural networks

Author(s): Benjamin Peters, Nikolaus Kriegeskorte
Published in: Nature Human Behaviour, Issue 9(5), 2021, Page(s) 1127–1144, ISSN 2397-3374
Publisher: Nature Publishing Group
DOI: 10.1038/s41562-021-01194-6

Deep neural networks are not a single hypothesis but a language for expressing computational hypotheses

Author(s): Golan, T., Taylor, J., Schütt, H., Peters, B., Sommers, R. P., Seeliger, K., Doerig, A., Linton, P., Konkle, T., Gerven, M. van, Kording, K., Richards, B., Kietzmann, T. C., Lindsay, G. W., & Kriegeskorte, N.
Published in: Behavioral and Brain Sciences, Issue 46, 2023, Page(s) e392, ISSN 0140-525X
Publisher: Cambridge University Press
DOI: 10.1017/s0140525x23001553

Conference proceedings (4)

How do humans and machine learning models track multiple objects through occlusion?

Author(s): Peters, B., Butkus, E., & Kriegeskorte, N.
Published in: SVRHM 2022 Workshop @ Conference on Neural Information Processing Systems, 2022
Publisher: openreview

Flying Objects: Challenging humans and machines in dynamic object vision.

Author(s): Peters, B., Retchin, M., Kriegeskorte, N.
Published in: 2022
Publisher: Conference on Cognitive Computational Neuroscience
DOI: 10.32470/ccn.2022.1301-0

Human-like multiple object tracking through occlusion via gaze-following.

Author(s): Peters*, B., Butkus*, E., & Kriegeskorte, N.
Published in: NeuRIPS 2023 Workshop on Gaze Meets ML, 2023
Publisher: openreview

A neural network family for systematic analysis of RF size and computational-path-length distribution as determinants of neural predictivity and behavioral performance.

Author(s): Peters, B., Stoffl, L., & Kriegeskorte, N.
Published in: Journal of Vision, Issue 22(14), 2022, Page(s) 4287
Publisher: The Association for Research in Vision and Ophthalmology (ARVO)
DOI: 10.1167/jov.22.14.4287