Bounded Invariance and the Formation of Place Fields
Abstract
One current explanation of the view independent representation of space by the place-cells of the hippocampus is that they arise out of the summation of view dependent Gaussians. This proposal as- sumes that visual representations show bounded invariance. Here we investigate whether a recently proposed visual encoding scheme called the temporal population code can provide such representa- tions. Our analysis is based on the behavior of a simulated robot in a virtual environment containing speci(cid:12)c visual cues. Our re- sults show that the temporal population code provides a represen- tational substrate that can naturally account for the formation of place (cid:12)elds.
Cite
Text
Wyss and Verschure. "Bounded Invariance and the Formation of Place Fields." Neural Information Processing Systems, 2003.Markdown
[Wyss and Verschure. "Bounded Invariance and the Formation of Place Fields." Neural Information Processing Systems, 2003.](https://mlanthology.org/neurips/2003/wyss2003neurips-bounded/)BibTeX
@inproceedings{wyss2003neurips-bounded,
title = {{Bounded Invariance and the Formation of Place Fields}},
author = {Wyss, Reto and Verschure, Paul F.},
booktitle = {Neural Information Processing Systems},
year = {2003},
pages = {1483-1490},
url = {https://mlanthology.org/neurips/2003/wyss2003neurips-bounded/}
}