Cognitive Geometry: Deciphering neural concept spaces and engineering knowledge to empower smart brains in a smart society

Project Information

GEOCOG

Grant agreement ID: 724836

DOI

10.3030/724836

Project closed

EC signature date 10 April 2017

Start date 1 May 2017

End date 31 January 2024

Funded under

• EXCELLENT SCIENCE - European Research Council (ERC)

Total cost

€ 2 000 000,00

EU contribution

€ 2 000 000,00

Coordinated by

NORGES TEKNISK-NATURVITENSKAPELIGE UNIVERSITET NTNU
Norway

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 (33)

Remapping and realignment in the human hippocampal formation predict context-dependent spatial behavior

Author(s): Joshua B. Julian, Christian F. Doeller
Published in: Nature Neuroscience, Issue 24/6, 2021, Page(s) 863-872, ISSN 1097-6256
Publisher: Nature Publishing Group
DOI: 10.1038/s41593-021-00835-3

Mental search of concepts is supported by egocentric vector representations and restructured grid maps

Author(s): Simone Viganò, Rena Bayramova, Christian F. Doeller, Roberto Bottini
Published in: Nature Communications, Issue 14, 2023, ISSN 2041-1723
Publisher: Nature Publishing Group
DOI: 10.1038/s41467-023-43831-w

Hippocampal spatio-predictive cognitive maps adaptively guide reward generalization

Author(s): Mona M. Garvert, Tankred Saanum, Eric Schulz, Nicolas W. Schuck, Christian F. Doeller
Published in: Nature Neuroscience, Issue 26, 2023, Page(s) 615-626, ISSN 1097-6256
Publisher: Nature Publishing Group
DOI: 10.1038/s41593-023-01283-x

Dissociating distinct cortical networks associated with subregions of the human medial temporal lobe using precision neuroimaging

Author(s): Daniel Reznik, Robert Trampel, Nikolaus Weiskopf, Menno P. Witter, Christian F. Doeller
Published in: Neuron, Issue 111, 2024, Page(s) 2756-2772.e7, ISSN 0896-6273
Publisher: Cell Press
DOI: 10.1016/j.neuron.2023.05.029

Interpreting wide-band neural activity using convolutional neural networks

Author(s): Markus Frey, Sander Tanni, Catherine Perrodin, Alice O'Leary, Matthias Nau, Jack Kelly, Andrea Banino, Daniel Bendor, Julie Lefort, Christian F Doeller, Caswell Barry
Published in: eLife, Issue 10, 2021, ISSN 2050-084X
Publisher: eLife Sciences Publications
DOI: 10.7554/elife.66551

Spontaneous eye movements reflect the representational geometries of conceptual spaces

Author(s): Simone Viganò, Rena Bayramova, Christian F. Doeller, Roberto Bottini
Published in: Proceedings of the National Academy of Sciences, Issue 121, 2024, ISSN 0027-8424
Publisher: National Academy of Sciences
DOI: 10.1073/pnas.2403858121

Sequence Memory in the Hippocampal–Entorhinal Region

Author(s): Jacob L. S. Bellmund, Ignacio Polti, Christian F. Doeller
Published in: The MIT PressJournals, Issue Volume 32, Issue 11, November 2020, 2020, Page(s) p.2056-2070, ISSN 0898-929X
Publisher: Cambridge Center for Behavioral Studies
DOI: 10.1162/jocn_a_01592

Magnetic resonance-based eye tracking using deep neural networks

Author(s): Markus Frey, Matthias Nau, Christian F. Doeller
Published in: Nature Neuroscience, 2021, ISSN 1097-6256
Publisher: Nature Publishing Group
DOI: 10.1038/s41593-021-00947-w

Cognitive map formation through haptic and visual exploration of tactile city-like maps

Author(s): Loes Ottink, Marit Hoogendonk, Christian F. Doeller, Thea M. Van der Geest & Richard J. A. Van Wezel
Published in: Scientific reports, Issue 27 July 2021, 2021, ISSN 2045-2322
Publisher: Nature Publishing Group
DOI: 10.1038/s41598-021-94778-1

The Hippocampus Maps Concept Space, Not Feature Space

Author(s): Stephanie Theves, Guillén Fernández, Christian F. Doeller
Published in: The Journal of Neuroscience, Issue 40/38, 2020, Page(s) 7318-7325, ISSN 0270-6474
Publisher: Society for Neuroscience
DOI: 10.1523/jneurosci.0494-20.2020

Structural connectivity-based segmentation of the human entorhinal cortex

Author(s): Ingrid Framås Syversen, Menno P. Witter, Asgeir Kobro-Flatmoen, Pål Erik Goa, Tobias Navarro Schröder, Christian F. Doeller
Published in: NeuroImage, Issue 245, 2021, Page(s) 118723, ISSN 1053-8119
Publisher: Academic Press
DOI: 10.1016/j.neuroimage.2021.118723

Evidence for convergence of distributed cortical processing in band-like functional zones in human entorhinal cortex

Author(s): Daniel Reznik, Daniel S. Margulies, Menno P. Witter, Christian F. Doeller
Published in: Current Biology, Issue 34, 2024, Page(s) 5457-5469.e2, ISSN 0960-9822
Publisher: Cell Press
DOI: 10.1016/j.cub.2024.10.020

Knowledge Across Reference Frames: Cognitive Maps and Image Spaces

Author(s): Roberto Bottini, Christian F. Doeller
Published in: Trends in Cognitive Sciences, Issue 24/8, 2020, Page(s) 606-619, ISSN 1364-6613
Publisher: Elsevier BV
DOI: 10.1016/j.tics.2020.05.008

Cognitive Maps for a Non-Euclidean Environment: Path Integration and Spatial Memory on a Sphere

Author(s): Misun Kim, Christian F. Doeller
Published in: Psychological Science, Issue 35, 2025, Page(s) 1217-1230, ISSN 0956-7976
Publisher: SAGE Publications
DOI: 10.1177/09567976241279291

Sleep strengthens integration of spatial memory systems

Author(s): Hannes Noack, Christian F. Doeller, Jan Born
Published in: Learning & Memory, Issue 28/5, 2021, Page(s) 162-170, ISSN 1549-5485
Publisher: Learning & memory
DOI: 10.1101/lm.053249.120

The role of hippocampal spatial representations in contextualization and generalization of fear

Author(s): Lycia D. de Voogd, Yannick P.J. Murray, Ramona M. Barte, Anouk van der Heide, Guillén Fernández, Christian F. Doeller, Erno J. Hermans
Published in: NeuroImage, Issue 206, 2020, Page(s) 116308, ISSN 1053-8119
Publisher: Academic Press
DOI: 10.1016/j.neuroimage.2019.116308

Navigating cognition: Spatial codes for human thinking

Author(s): Jacob L. S. Bellmund, Peter Gärdenfors, Edvard I. Moser, Christian F. Doeller
Published in: Science, Issue 362/6415, 2018, Page(s) eaat6766, ISSN 0036-8075
Publisher: American Association for the Advancement of Science
DOI: 10.1126/science.aat6766

Hexadirectional Modulation of High-Frequency Electrophysiological Activity in the Human Anterior Medial Temporal Lobe Maps Visual Space

Author(s): Tobias Staudigl, Marcin Leszczynski, Joshua Jacobs, Sameer A. Sheth, Charles E. Schroeder, Ole Jensen, Christian F. Doeller
Published in: Current Biology, Issue 28/20, 2018, Page(s) 3325-3329.e4, ISSN 0960-9822
Publisher: Cell Press
DOI: 10.1016/j.cub.2018.09.035

How the Brain’s Navigation System Shapes Our Visual Experience

Author(s): Matthias Nau, Joshua B. Julian, Christian F. Doeller
Published in: Trends in Cognitive Sciences, Issue 22/9, 2018, Page(s) 810-825, ISSN 1364-6613
Publisher: Elsevier BV
DOI: 10.1016/j.tics.2018.06.008

Hexadirectional coding of visual space in human entorhinal cortex

Author(s): Matthias Nau, Tobias Navarro Schröder, Jacob L. S. Bellmund, Christian F. Doeller
Published in: Nature Neuroscience, Issue 21/2, 2018, Page(s) 188-190, ISSN 1097-6256
Publisher: Nature Publishing Group
DOI: 10.1038/s41593-017-0050-8

Mapping sequence structure in the human lateral entorhinal cortex

Author(s): Jacob LS Bellmund, Lorena Deuker, Christian F Doeller
Published in: eLife, Issue 8, 2019, ISSN 2050-084X
Publisher: eLife Sciences Publications
DOI: 10.7554/elife.45333

Deforming the metric of cognitive maps distorts memory

Author(s): Jacob L. S. Bellmund, William de Cothi, Tom A. Ruiter, Matthias Nau, Caswell Barry, Christian F. Doeller
Published in: Nature Human Behaviour, 2019, ISSN 2397-3374
Publisher: Nature Human Behaviour
DOI: 10.1038/s41562-019-0767-3

Plasticity of hippocampal memories in humans

Author(s): Aidan J Horner, Christian F Doeller
Published in: Current Opinion in Neurobiology, Issue 43, 2017, Page(s) 102-109, ISSN 0959-4388
Publisher: Elsevier BV
DOI: 10.1016/j.conb.2017.02.004

The Role of Mental Maps in Decision-Making

Author(s): Raphael Kaplan, Nicolas W. Schuck, Christian F. Doeller
Published in: Trends in Neurosciences, Issue 40/5, 2017, Page(s) 256-259, ISSN 0166-2236
Publisher: Elsevier BV
DOI: 10.1016/j.tins.2017.03.002

Theta Phase-Coordinated Memory Reactivation Reoccurs in a Slow-Oscillatory Rhythm during NREM Sleep

Author(s): Thomas Schreiner, Christian F. Doeller, Ole Jensen, Björn Rasch, Tobias Staudigl
Published in: Cell Reports, Issue 25/2, 2018, Page(s) 296-301, ISSN 2211-1247
Publisher: Cell Press
DOI: 10.1016/j.celrep.2018.09.037

Updating of visual orientation in a gravity-based reference frame

Author(s): Nynke Niehof, Julian J. Tramper, Christian F. Doeller, W. Pieter Medendorp
Published in: Journal of Vision, Issue 17/12, 2017, Page(s) 4, ISSN 1534-7362
Publisher: Association for Research in Vision and Ophthalmology
DOI: 10.1167/17.12.4

The Hippocampus Encodes Distances in Multidimensional Feature Space

Author(s): Stephanie Theves, Guillén Fernandez, Christian F. Doeller
Published in: Current Biology, Issue 29/7, 2019, Page(s) 1226-1231.e3, ISSN 0960-9822
Publisher: Cell Press
DOI: 10.1016/j.cub.2019.02.035

Grid-like entorhinal representation of an abstract value space during prospective decision making

Author(s): Alexander Nitsch, Mona M. Garvert, Jacob L. S. Bellmund, Nicolas W. Schuck, Christian F. Doeller
Published in: Nature Communications, Issue 15, 2024, ISSN 2041-1723
Publisher: Nature Publishing Group
DOI: 10.1038/s41467-024-45127-z

Rapid encoding of task regularities in the human hippocampus guides sensorimotor timing

Author(s): Ignacio Polti, Matthias Nau, Raphael Kaplan, Virginie van Wassenhove, & Christian F Doeller
Published in: eLife, Issue 11: e79027, 2022, ISSN 2050-084X
Publisher: eLife Sciences Publications
DOI: 10.7554/elife.79027

Mnemonic construction and representation of temporal structure in the hippocampal formation

Author(s): Jacob L S Bellmund, Lorena Deuker, Nicole D Monijn, & Christian F Doeller
Published in: Nature Communications, Issue 13(1), 2022, ISSN 2041-1723
Publisher: Nature Publishing Group
DOI: 10.1038/s41467-022-30984-3

A combined <scp>DTI</scp>‐<scp>fMRI</scp> approach for optimizing the delineation of posteromedial versus anterolateral entorhinal cortex

Author(s): Ingrid Framås Syversen, Daniel Reznik, Menno P. Witter, Asgeir Kobro‐Flatmoen, Tobias Navarro Schröder, Christian F. Doeller
Published in: Hippocampus, Issue 34, 2024, Page(s) 659-672, ISSN 1050-9631
Publisher: John Wiley & Sons Inc.
DOI: 10.1002/hipo.23639

An immersive first-person navigation task for abstract knowledge acquisition

Author(s): Doerte Kuhrt, Natalie R. St. John, Jacob L. S. Bellmund, Raphael Kaplan & Christian F. Doeller
Published in: Scientific reports, Issue Sci Rep 11, 5612 (2021), 2021, ISSN 2045-2322
Publisher: Nature Publishing Group
DOI: 10.1038/s41598-021-84599-7

Behavior-dependent directional tuning in the human visual-navigation network.

Author(s): Nau, M., Navarro Schröder, T., Frey, M., Christian F. Doeller
Published in: Nature Communications, Issue 11, 2020, ISSN 2041-1723
Publisher: Nature Publishing Group
DOI: 10.1038/s41467-020-17000-2

Book chapters (1)

Context in spatial and episodic memory

Author(s): Julian, J. B., & Doeller, C. F.
Published in: The Cognitive Neurosciences, Issue 6th edition, 2020, Page(s) 219-234, ISBN 978-0262-043250
Publisher: The MIT Press

Other (1)

Probing neural representations of scene perception in a hippocampally dependent task using artificial neural networks

Author(s): Markus Frey, Christian F. Doeller, Caswell Barry
Published in: 2023
Publisher: arXiv