A predictive learning model for cognitive maps that generate replay
The hippocampus maintains an online representation of an animal’s situation in the environment which supports navigation, and generates offline simulations of plausible trajectories in that environment which are used for recall, imagination, planning, and the consolidation of memories. A leading theory is that these capacities rely on an attractive neuronal manifold, or cognitive map, in CA3, with topological correspondence to space. Supporting this idea, continuous attractor neural networks (CANNs) show place cell-like tuning for spatial locations, and can be used to simulate plausible trajec
Sat, Mar 11, 2023