A computational model of hippocampal activity during spatial cognition
and navigation tasks is presented. The spatial representation in
our model of the rat hippocampus is built on-line during exploration
via two processing streams. An allothetic vision-based representation
is built by unsupervised Hebbian learning extracting spatio-temporal
properties of the environment from visual input. An idiothetic representation
is learned based on internal movement-related information provided
by path...
%0 Journal Article
%1 Arleo:2000
%A Arleo, A.
%A Gerstner, W.
%D 2000
%J Biological Cybernetics
%K cells hippocampus navigation place
%P 287-299
%T Spatial cognition and neuro-mimetic navigation: A model of hippocampal
place cell activity
%V 83
%X A computational model of hippocampal activity during spatial cognition
and navigation tasks is presented. The spatial representation in
our model of the rat hippocampus is built on-line during exploration
via two processing streams. An allothetic vision-based representation
is built by unsupervised Hebbian learning extracting spatio-temporal
properties of the environment from visual input. An idiothetic representation
is learned based on internal movement-related information provided
by path...
@article{Arleo:2000,
abstract = {A computational model of hippocampal activity during spatial cognition
and navigation tasks is presented. The spatial representation in
our model of the rat hippocampus is built on-line during exploration
via two processing streams. An allothetic vision-based representation
is built by unsupervised Hebbian learning extracting spatio-temporal
properties of the environment from visual input. An idiothetic representation
is learned based on internal movement-related information provided
by path...},
added-at = {2009-06-26T15:25:19.000+0200},
author = {Arleo, A. and Gerstner, W.},
biburl = {https://www.bibsonomy.org/bibtex/25fe1beeacc27d579e1da85ffb595d86e/butz},
description = {diverse cognitive systems bib},
interhash = {3663d32ac7c883bf50b3bb6d6b39ff63},
intrahash = {5fe1beeacc27d579e1da85ffb595d86e},
journal = {Biological Cybernetics},
keywords = {cells hippocampus navigation place},
owner = {butz},
pages = {287-299},
timestamp = {2009-06-30T15:26:57.000+0200},
title = {Spatial cognition and neuro-mimetic navigation: A model of hippocampal
place cell activity},
volume = 83,
year = 2000
}