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Attractor neural networks storing multiple space representations: A model for hippocampal place fields

Attractor neural networks storing multiple space representations: A model for hippocampal place fields

A recurrent neural network model storing multiple spatial maps, or ``charts,'' is analyzed. A network of this type has been suggested as a model for the origin of place cells in the hippocampus of rodents. The extremely diluted and fully connected limits are studied, and the storage capacity and the …