It's about time: Towards a dynamic account of natural vision.

Project Information

TIME

Grant agreement ID: 101039524

DOI 10.3030/101039524

EC signature date 24 March 2022

Start date 1 July 2022

End date 30 June 2027

Funded under

• European Research Council (ERC)

Total cost € 1 499 455,00

EU contribution € 1 499 455,00

Coordinated by

UNIVERSITAET OSNABRUECK
Germany

Publications

Conference proceedings (7)

CorText: large language models for cross-modal transformations from visually evoked brain responses to text captions

Author(s): Bosch V., Gütlin, D., Doerig, A., Anthes, D., Thorat, S., König P., Kietzmann, T.C.
Published in: No journal number, 2024
Publisher: Cognitive Computational Neuroscience

The brain can’t copy-paste: End-to-end topographic neural networks as a way forward for modelling cortical map formation and behaviour.

Author(s): Lu, Z., Doerig, A., Bosch, V., Krahmer, B., Kaiser, D., Cichy, R., Kietzmann, T.C.
Published in: No journal number, 2023
Publisher: Cognitive Computational Neuroscience
DOI: 10.32470/ccn.2023.1284-0

Keep moving: sensorimotor integration of fixational eye-movements yields human-like superresolution in recurrent neural networks.

Author(s): Doerig, A., Kirubeswaran, O.R., Kietzmann, T.C.
Published in: Conference on Cognitive Computational Neuroscience, 2023
Publisher: Cognitive Computational Neuroscience
DOI: 10.32470/CCN.2023.1311-0

Characterising representation dynamics in recurrent neural networks for object recognition

Author(s): Thorat, Sushrut; Doerig, Adrien; Kietzmann, Tim C.
Published in: No journal title, 2023
Publisher: Cognitive Computational Neuroscience
DOI: 10.32470/ccn.2023.1088-0

Scene representations underlying categorization behaviour emerge 100 to 200 ms after stimulus onset

Author(s): Agnessa Karapetian; Antoniya Boyanova; Muthukumar Pandaram; Klaus Obermayer; Tim C. Kietzmann; Radoslaw M. Cichy
Published in: Journal of Vision, Issue 23, 2023
Publisher: Journal of Vision
DOI: 10.1167/jov.23.9.4689

Continual learning in artificial neural networks as a computational framework for understanding representational drift in biological systems

Author(s): Daniel Anthes, Sushrut Thorat, Peter König, Tim C Kietzmann
Published in: No journal title, 2024
Publisher: Cognitive Computational Neuroscience

Computational characterization of the role of an attention schema in controlling visuospatial attention

Author(s): Lotta Piefke, Adrien Doerig, Tim Kietzmann, Sushrut Thorat
Published in: No journal title, 2024
Publisher: ArXiv
DOI: 10.48550/arXiv.2402.01056