Independent component analysis forms place cells in realistic robot simulations
Independent component analysis forms place cells in realistic robot simulations
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English
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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.
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Independent component analysis forms place cells in realistic robot simulations
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TN_cdi_proquest_miscellaneous_19443755
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https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_miscellaneous_19443755
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ISSN
1053-8119
E-ISSN
1095-9572
DOI
10.1016/j.neucom.2005.12.086