scholarly journals A Bayesian approach to dynamical modeling of eye-movement control in reading of normal, mirrored, and scrambled texts.

2021 ◽  
Author(s):  
Maximilian M. Rabe ◽  
Johan Chandra ◽  
André Krügel ◽  
Stefan A. Seelig ◽  
Shravan Vasishth ◽  
...  
2019 ◽  
Author(s):  
Maximilian M. Rabe ◽  
Johan Chandra ◽  
André Krügel ◽  
Stefan Alexander Seelig ◽  
Shravan Vasishth ◽  
...  

In eye-movement control during reading, advanced process-oriented models have been developed to reproduce behavioral data. So far, model complexity and large numbers of model parameters prevented rigorous statistical inference and modeling of interindividual differences. Here we propose a Bayesian approach to both problems for one representative computational model of sentence reading (SWIFT; Engbert et al., 2005). We used experimental data from 36 subjects who read text in a normal and one of four manipulated text layouts (e.g., mirrored and scrambled letters). The SWIFT model was fitted to subjects and experimental conditions individually to investigate between-subject variability. Based on posterior distributions of model parameters, fixation probabilities and durations are reliably recovered from simulated data and reproduced for withheld empirical data, at both the experimental condition and subject levels. A subsequent statistical analysis of model parameters across reading conditions generates model-driven explanations for observable effects between conditions.


2001 ◽  
Author(s):  
Erik D. Reichle ◽  
Lesley A. Hart ◽  
Charles A. Perfetti

2009 ◽  
Vol 101 (2) ◽  
pp. 934-947 ◽  
Author(s):  
Masafumi Ohki ◽  
Hiromasa Kitazawa ◽  
Takahito Hiramatsu ◽  
Kimitake Kaga ◽  
Taiko Kitamura ◽  
...  

The anatomical connection between the frontal eye field and the cerebellar hemispheric lobule VII (H-VII) suggests a potential role of the hemisphere in voluntary eye movement control. To reveal the involvement of the hemisphere in smooth pursuit and saccade control, we made a unilateral lesion around H-VII and examined its effects in three Macaca fuscata that were trained to pursue visually a small target. To the step (3°)-ramp (5–20°/s) target motion, the monkeys usually showed an initial pursuit eye movement at a latency of 80–140 ms and a small catch-up saccade at 140–220 ms that was followed by a postsaccadic pursuit eye movement that roughly matched the ramp target velocity. After unilateral cerebellar hemispheric lesioning, the initial pursuit eye movements were impaired, and the velocities of the postsaccadic pursuit eye movements decreased. The onsets of 5° visually guided saccades to the stationary target were delayed, and their amplitudes showed a tendency of increased trial-to-trial variability but never became hypo- or hypermetric. Similar tendencies were observed in the onsets and amplitudes of catch-up saccades. The adaptation of open-loop smooth pursuit velocity, tested by a step increase in target velocity for a brief period, was impaired. These lesion effects were recognized in all directions, particularly in the ipsiversive direction. A recovery was observed at 4 wk postlesion for some of these lesion effects. These results suggest that the cerebellar hemispheric region around lobule VII is involved in the control of smooth pursuit and saccadic eye movements.


2015 ◽  
Vol 22 (5) ◽  
pp. 1443-1450 ◽  
Author(s):  
Kevin B. Paterson ◽  
Abubaker A. A. Almabruk ◽  
Victoria A. McGowan ◽  
Sarah J. White ◽  
Timothy R. Jordan

2014 ◽  
Vol 2014 ◽  
pp. 1-2
Author(s):  
Stefanie I. Becker ◽  
Gernot Horstmann ◽  
Arvid Herwig

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