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#spatialmaps — Public Fediverse posts

Live and recent posts from across the Fediverse tagged #spatialmaps, aggregated by home.social.

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  1. Modeling suggests that sparse #CA3 input can speed up #learning of new #SpatialMaps, while dense #CA1 coding provides a more efficient, compressed representation for large-scale #navigation.

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    #Neuroscience #Hippocampus #SpatialNavigation #NeuralDynamics

  2. Modeling suggests that sparse #CA3 input can speed up #learning of new #SpatialMaps, while dense #CA1 coding provides a more efficient, compressed representation for large-scale #navigation.

    🧵2/2

    #Neuroscience #Hippocampus #SpatialNavigation #NeuralDynamics

  3. 📚 New article by Esparza et al. and @LMPrida : Cell-type-specific #manifold analysis discloses independent parallel #SpatialMaps in #hippocampal #CA1. Using #miniscope imaging, they show deep and superficial CA1 #PyramidalNeurons encode position and running direction via distinct ring manifolds, manipulable via #chemogenetics. Fascinating for revealing parallel, cell-type–specific spatial topologies 👌

    🌍 doi.org/10.1016/j.neuron.2025.

    #Neuroscience #CompNeuro

  4. This paper by Raju et al. proposes a unified model – “clone‑structured causal #graphs” (#CSCG) – for #hippocampal #SpatialCoding. It suggests that #SpatialMaps arise from #learning #latent higher‑order sequences rather than representing #EuclideanSpace directly. The model elegantly explains phenomena like #PlaceFields, #SplitterCells, #contextual #remapping, and predicts when #PlaceFieldMapping may mislead.

    🌍 science.org/doi/10.1126/sciadv

    #Hippocampus #CognitiveMaps #SequenceLearning #Neuroscience

  5. This paper by Raju et al. proposes a unified model – “clone‑structured causal #graphs” (#CSCG) – for #hippocampal #SpatialCoding. It suggests that #SpatialMaps arise from #learning #latent higher‑order sequences rather than representing #EuclideanSpace directly. The model elegantly explains phenomena like #PlaceFields, #SplitterCells, #contextual #remapping, and predicts when #PlaceFieldMapping may mislead.

    🌍 science.org/doi/10.1126/sciadv

    #Hippocampus #CognitiveMaps #SequenceLearning #Neuroscience