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Research Articles, Behavioral/Cognitive

A Learned Map for Places and Concepts in the Human Medial Temporal Lobe

Nora A. Herweg, Lukas Kunz, Daniel Schonhaut, Armin Brandt, Paul A. Wanda, Ashwini D. Sharan, Michael R. Sperling, Andreas Schulze-Bonhage and Michael J. Kahana
Journal of Neuroscience 10 May 2023, 43 (19) 3538-3547; DOI: https://doi.org/10.1523/JNEUROSCI.0181-22.2023
Nora A. Herweg
1Computational Memory Lab, Department of Psychology, University of Pennsylvania, Philadelphia, Pennsylvania, 19104
2Department of Neuropsychology, Institute of Cognitive Neuroscience, Faculty of Psychology, Ruhr University Bochum, 44801 Bochum, Germany
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Lukas Kunz
3Department of Biomedical Engineering, Columbia University, New York, New York 10027
4Epilepsy Center, Medical Center, University of Freiburg, Faculty of Medicine, 79106 Freiburg, Germany
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Daniel Schonhaut
1Computational Memory Lab, Department of Psychology, University of Pennsylvania, Philadelphia, Pennsylvania, 19104
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Armin Brandt
4Epilepsy Center, Medical Center, University of Freiburg, Faculty of Medicine, 79106 Freiburg, Germany
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Paul A. Wanda
1Computational Memory Lab, Department of Psychology, University of Pennsylvania, Philadelphia, Pennsylvania, 19104
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Ashwini D. Sharan
5Departments of Neurosurgery
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Michael R. Sperling
6Neurology, Thomas Jefferson University, Philadelphia, Pennsylvania 19107
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Andreas Schulze-Bonhage
4Epilepsy Center, Medical Center, University of Freiburg, Faculty of Medicine, 79106 Freiburg, Germany
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Michael J. Kahana
1Computational Memory Lab, Department of Psychology, University of Pennsylvania, Philadelphia, Pennsylvania, 19104
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Abstract

Distinct lines of research in both humans and animals point to a specific role of the hippocampus in both spatial and episodic memory function. The discovery of concept cells in the hippocampus and surrounding medial temporal lobe (MTL) regions suggests that the MTL maps physical and semantic spaces with a similar neural architecture. Here, we studied the emergence of such maps using MTL microwire recordings from 20 patients (9 female, 11 male) navigating a virtual environment featuring salient landmarks with established semantic meaning. We present several key findings. The array of local field potentials in the MTL contains sufficient information for above-chance decoding of subjects' instantaneous location in the environment. Closer examination revealed that as subjects gain experience with the environment the field potentials come to represent both the subjects' locations in virtual space and in high-dimensional semantic space. Similarly, we observe a learning effect on temporal sequence coding. Over time, field potentials come to represent future locations, even after controlling for spatial proximity. This predictive coding of future states, more so than the strength of spatial representations per se, is linked to variability in subjects' navigation performance. Our results thus support the conceptualization of the MTL as a memory space, representing both spatial- and nonspatial information to plan future actions and predict their outcomes.

SIGNIFICANCE STATEMENT Using rare microwire recordings, we studied the representation of spatial, semantic, and temporal information in the human MTL. Our findings demonstrate that subjects acquire a cognitive map that simultaneously represents the spatial and semantic relations between landmarks. We further show that the same learned representation is used to predict future states, implicating MTL cell assemblies as the building blocks of prospective memory functions.

  • cognitive map
  • hippocampus
  • local field potential
  • spatial navigation
  • time

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The Journal of Neuroscience: 43 (19)
Journal of Neuroscience
Vol. 43, Issue 19
10 May 2023
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A Learned Map for Places and Concepts in the Human Medial Temporal Lobe
Nora A. Herweg, Lukas Kunz, Daniel Schonhaut, Armin Brandt, Paul A. Wanda, Ashwini D. Sharan, Michael R. Sperling, Andreas Schulze-Bonhage, Michael J. Kahana
Journal of Neuroscience 10 May 2023, 43 (19) 3538-3547; DOI: 10.1523/JNEUROSCI.0181-22.2023

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A Learned Map for Places and Concepts in the Human Medial Temporal Lobe
Nora A. Herweg, Lukas Kunz, Daniel Schonhaut, Armin Brandt, Paul A. Wanda, Ashwini D. Sharan, Michael R. Sperling, Andreas Schulze-Bonhage, Michael J. Kahana
Journal of Neuroscience 10 May 2023, 43 (19) 3538-3547; DOI: 10.1523/JNEUROSCI.0181-22.2023
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Keywords

  • cognitive map
  • hippocampus
  • local field potential
  • spatial navigation
  • time

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