LeeB2012 46 J-J Lee HH Bülthoff 2012-05-00 2012-05-00 Helilab User Manual: Human Behavior and Flight Data Acquisition and Analysis no notspecified 15017 15422 LeeBBC2011 7 JJ Lee H-J Bieg HH Bülthoff LL Chuang Heiligkreuztal, Germany2011-10-00 33 12th Conference of Junior Neuroscientists of Tübingen (NeNA 2011) How does our visual system decide where to look? The Linear Approach to Threshold with Ergodic Rate (LATER: Carpenter, 1995) is a simple decision-making model for saccadic eye movements. Currently, experimental data suggest that saccadic eye-movements can be discriminated according to whether they are performed for directed fixations or for item recognition (Montagnini & Chelazzi, 2005; Bieg et al., submitted). Unfortunately, sufficient goodness-of-fit can only be acquired with large datasets, for each individual participant. Here, we investigate whether adapting LATER with modern computational methods can allow for saccades to be classified for their functionality, with minimal data and in real-time. In doing so, we strive towards the eventual goal of using the LATER model for predicting observer intentions in real-world applications. no notspecified http://www.kyb.tuebingen.mpg.de/ published -33 15017 15422