Spatial Cognition and Computation · 2018 · 36 citations · 72 references
Life SciencesNeuroscienceCognitive NeuroscienceComputational NeuroscienceNeurophysiologyCognitive ModelingHippocampal SystemsNeural Circuit ModelingNeuronal DynamicsSpatial CognitionSpatial RepresentationHippocampal Circuit SimulationHippocampal CircuitryHippocampal Place CodingPlace Cell ModelsRepresentational Geometry
Hippocampal place cells are thought to form the neural substrate of a global cognitive map. However, in multicompartment mazes, these cells exhibit locally repeating representations, undermining the global cognitive map view of place cells. This phenomenon appears to be related to the repetitive layout of these mazes, but still no hypothesis adequately explains it. Here, we use a boundary vector cell (BVC) model of place cell firing to model the activity of place cells in numerous multicompartment environments. The activity of modeled place cells bears a striking resemblance to experimental data, replicating virtually every major experimental result. Our results support the BVC model and indicate that locally repeating place cell firing could result purely from local geometry.
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