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CORDIS

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

Publications

A neural network walks into a lab: towards using deep nets as models for human behavior

Author(s): Wei Ji Ma; Benjamin Peters
Published in: arXiv preprint arXiv:2005.02181, 2020
Publisher: arxiv

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

Capturing the objects of vision with neural networks

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

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

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