The main sequence of saccades optimizes speed-accuracy trade-off.

Abstract:

:In primates, it is well known that there is a consistent relationship between the duration, peak velocity and amplitude of saccadic eye movements, known as the 'main sequence'. The reason why such a stereotyped relationship evolved is unknown. We propose that a fundamental constraint on the deployment of foveal vision lies in the motor system that is perturbed by signal-dependent noise (proportional noise) on the motor command. This noise imposes a compromise between the speed and accuracy of an eye movement. We propose that saccade trajectories have evolved to optimize a trade-off between the accuracy and duration of the movement. Taking a semi-analytical approach we use Pontryagin's minimum principle to show that there is an optimal trajectory for a given amplitude and duration; and that there is an optimal duration for a given amplitude. It follows that the peak velocity is also fixed for a given amplitude. These predictions are in good agreement with observed saccade trajectories and the main sequence. Moreover, this model predicts a small saccadic dead-zone in which it is better to stay eccentric of target than make a saccade onto target. We conclude that the main sequence has evolved as a strategy to optimize the trade-off between accuracy and speed.

journal_name

Biol Cybern

journal_title

Biological cybernetics

authors

Harris CM,Wolpert DM

doi

10.1007/s00422-006-0064-x

keywords:

subject

Has Abstract

pub_date

2006-07-01 00:00:00

pages

21-9

issue

1

eissn

0340-1200

issn

1432-0770

journal_volume

95

pub_type

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