UCL logo

UCL Discovery

UCL home » Library Services » Electronic resources » UCL Discovery

Hippocampal model of rat spatial abilities using temporal difference learning

Foster, DJ; Morris, RGM; Dayan, P; (1998) Hippocampal model of rat spatial abilities using temporal difference learning. In: Jordan, MI and Kearns, MJ and Solla, SA, (eds.) ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 10. (pp. 145 - 151). M I T PRESS

Full text not available from this repository.

Abstract

We provide a model of the standard watermaze task, and of a more challenging task involving novel platform locations, in which rats exhibit one-trial learning after a few days of training. The model uses hippocampal place cells to support reinforcement learning, and also, in an integrated manner, to build and use allocentric coordinates.

Type: Proceedings paper
Title: Hippocampal model of rat spatial abilities using temporal difference learning
Event: 11th Annual Conference on Neural Information Processing Systems (NIPS)
Location: DENVER, CO
Dates: 1997-12-01 - 1997-12-06
ISBN: 0-262-10076-2
UCL classification: UCL > School of Life and Medical Sciences
UCL > School of Life and Medical Sciences > Faculty of Life Sciences
UCL > School of Life and Medical Sciences > Faculty of Life Sciences > Gatsby Computational Neuroscience Unit
URI: http://discovery.ucl.ac.uk/id/eprint/85119
Downloads since deposit
0Downloads
Download activity - last month
Download activity - last 12 months
Downloads by country - last 12 months

Archive Staff Only

View Item View Item