Stochastic optimal control and the human oculomotor system

Citation
L. Paninski et Mj. Hawken, Stochastic optimal control and the human oculomotor system, NEUROCOMPUT, 38, 2001, pp. 1511-1517
Citations number
4
Categorie Soggetti
AI Robotics and Automatic Control
Journal title
NEUROCOMPUTING
ISSN journal
09252312 → ACNP
Volume
38
Year of publication
2001
Pages
1511 - 1517
Database
ISI
SICI code
0925-2312(200106)38:<1511:SOCATH>2.0.ZU;2-R
Abstract
Neuroscientists have long been interested in how efficiently we solve proba bilistic sensory problems. In order to explore analogous questions in the m otor domain, we observed the eye movements of human subjects attempting to track a visual target which moved stochastically across a computer screen. The subjects' behavior was then compared to a mathematically-derived bound on the best performance possible in such a task. The subjects were able to perform surprisingly near the optimum under the conditions examined. These results constitute an important step in determining the efficiency of the n ervous system in the context of ongoing behavior. (C) 2001 Elsevier Science B.V. All rights reserved.