AUTHOR=Noorani Imran TITLE=LATER models of neural decision behavior in choice tasks JOURNAL=Frontiers in Integrative Neuroscience VOLUME=8 YEAR=2014 URL=https://www.frontiersin.org/journals/integrative-neuroscience/articles/10.3389/fnint.2014.00067 DOI=10.3389/fnint.2014.00067 ISSN=1662-5145 ABSTRACT=

Reaction time has been increasingly used over the last few decades to provide information on neural decision processes: it is a direct reflection of decision time. Saccades provide an excellent paradigm for this because many of them can be made in a very short time and the underlying neural pathways are relatively well-known. LATER (linear approach to threshold with ergodic rate) is a model originally devised to explain reaction time distributions in simple decision tasks. Recently, however it is being extended to increasingly more advanced tasks, including those with decision errors and those requiring voluntary control such as the antisaccade task and those where sequential decisions are required. The strength of this modeling approach lies in its detailed, quantitative predictions of behavior, yet LATER models still retain their conceptual simplicity that made LATER initially successful in explaining reaction times in simple decision tasks.