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Updated: Jun 23, 2026

In Vivo Imaging of Neural Activity in Unanesthetized Drosophila Adult Flies
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A Two-Dimensional Grid-Cell Code for Three-Dimensional Navigation in Freely Flying Bats.

Kevin K Qi, Michael M Yartsev

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    This summary is machine-generated.

    Spatial navigation in 3D uses a 2D grid cell code. Bats

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    Area of Science:

    • Neuroscience
    • Cognitive Science
    • Animal Behavior

    Background:

    • Spatial navigation relies on neural circuits, with grid cells in the medial entorhinal cortex proposed to provide self-location signals via toroidal attractor dynamics in 2D environments.
    • However, grid cell periodicity is lost during 3D movement, and the preservation of toroidal attractors and their role in 3D navigation across species remain unclear.

    Purpose of the Study:

    • To investigate whether a toroidal attractor is preserved at the ensemble level in the medial entorhinal cortex of freely flying bats.
    • To understand how a 2D neural code could support navigation in a 3D environment.

    Main Methods:

    • Performed large-scale, wireless neural recordings from the medial entorhinal cortex of freely flying bats during spontaneous aerial foraging.
    • Analyzed grid cell firing patterns and ensemble topological signatures.
    • Correlated neural activity with behavioral analyses of flight paths in natural and laboratory settings.

    Main Results:

    • Grid cells exhibited robust periodic firing during structured flight trajectories in bats.
    • Co-modular grid cell ensembles displayed topological signatures consistent with a 2D toroidal manifold.
    • Bat flight paths were organized along 2D planes, aligning with the observed 2D neural code.

    Conclusions:

    • A 2D toroidal neural code is preserved in the bat medial entorhinal cortex during 3D navigation.
    • This 2D code aligns with behaviorally relevant 2D planes of motion, offering a parsimonious solution for spatial orientation in a 3D world.