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

Publications

Peer reviewed articles (24)

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, 24/6, 2021, Page(s) 863-872, ISSN 1097-6256
Publisher: Nature Publishing Group
DOI: 10.1038/s41593-021-00835-3

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, 10, 2021, ISSN 2050-084X
Publisher: eLife Sciences Publications
DOI: 10.7554/elife.66551

Sequence Memory in the Hippocampal–Entorhinal Region

Author(s): Jacob L. S. Bellmund, Ignacio Polti, Christian F. Doeller
Published in: The MIT PressJournals, 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, 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, 40/38, 2020, Page(s) 7318-7325, ISSN 0270-6474
Publisher: Society for Neuroscience
DOI: 10.1523/jneurosci.0494-20.2020

Learning and Representation of Hierarchical Concepts in Hippocampus and Prefrontal Cortex

Author(s): Stephanie Theves, David A. Neville, Guillén Fernández and Christian F. Doeller
Published in: Journal of Neuroscience, 8 September 2021, 41 (36) 7675-7686, 2021, ISSN 1529-2401
Publisher: The Society of Neuroscience
DOI: 10.1523/jneurosci.0657-21.2021

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, 245, 2021, Page(s) 118723, ISSN 1053-8119
Publisher: Academic Press
DOI: 10.1016/j.neuroimage.2021.118723

Knowledge Across Reference Frames: Cognitive Maps and Image Spaces

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

Sleep strengthens integration of spatial memory systems

Author(s): Hannes Noack, Christian F. Doeller, Jan Born
Published in: Learning & Memory, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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, 29/7, 2019, Page(s) 1226-1231.e3, ISSN 0960-9822
Publisher: Cell Press
DOI: 10.1016/j.cub.2019.02.035

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, 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, 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, 6th edition, 2020, Page(s) 219-234, ISBN 978-0262-043250
Publisher: The MIT Press