1994 Special Issue: A model of hippocampal function
Neural Networks - Special issue: models of neurodynamics and behavior
A model of spatial map formation in the hippocampus of the rat
Neural Computation
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This paper solves spatial navigation task inspired by methods of living organisms, especially by hippocampus that is responsible for spatial navigation. We attempt to model the behavior of a rodent hippocampus by methods of artificial neural networks and reinforcement learning theory. A model of mutual relations among several parts of hippocampal formation is suggested. To investigate the behavior of our model a task similar to the well-known Morris water maze task is considered [8].