An attractor model for hippocampal place cell hysteresis

Citation
S. Doboli et al., An attractor model for hippocampal place cell hysteresis, NEUROCOMPUT, 38, 2001, pp. 1185-1191
Citations number
17
Categorie Soggetti
AI Robotics and Automatic Control
Journal title
NEUROCOMPUTING
ISSN journal
09252312 → ACNP
Volume
38
Year of publication
2001
Pages
1185 - 1191
Database
ISI
SICI code
0925-2312(200106)38:<1185:AAMFHP>2.0.ZU;2-T
Abstract
It is well-known that identical sensory input under different perceptual, b ehavioral or contextual conditions can produce distinct patterns of activit y in the place cells of the rodent hippocampus. However, the mechanisms und erlying this have not been completely clarified. A recent experiment has sh own that place cell activity on a 3-arm maze exhibits hysteresis as the maz e is rotated with respect to distal cues. The apparent angular extent of a place field is greater when a maze arm rotates out of it than when it rotat es back into the held. In this report, we present a simple attractor-based model of the hippocampus that reproduces this hysteresis phenomenon. The mo del allows us to make predictions about changes in the hysteresis effect as the animal becomes more familiar with the maze in several orientations. It also has implications for the place field remapping phenomenon seen in man y hippocampal experiments. (C) 2001 Elsevier Science B.V. All rights reserv ed.