What is the goal of sensory coding?
Neural Computation
A fast fixed-point algorithm for independent component analysis
Neural Computation
Attentional filtering in neocortical areas: a top-down model
Neurocomputing
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It has been argued that the processing of sensory information in the entorhinal-hippocampal loop involves independent component analysis (ICA) on temporally concatenated inputs. Here, we demonstrate that ICA in a realistic robot simulation on a U-shaped track forms place fields similar to those found in rat experiments in vivo.