DISCRETE STATES OF ATTENTION DURING ACTIVE VISUAL FIXATION REVEALED BY MARKOVIAN ANALYSIS OF THE TIME SERIES OF INTRUSIVE SACCADES

作者：Korda Alexandra I; Koliaraki Mariniki; Asvestas Pantelis A; Matsopoulos George K; Ventouras Errikos M; Ktonas Periklis Y; Smyrnis Nikolaos^*

来源：Neuroscience, 2016, 339: 385-395.

DOI：10.1016/j.neuroscience.2016.10.012

• saccades
• oculomotor
• time-series
• Markov chains
• attractors
• sustained attention

The frequency of intrusive saccades during maintenance of active visual fixation has been used as a measure of sustained visual attention in studies of healthy subjects as well as of neuropsychiatric patient populations. In this study, the mechanism that generates intrusive saccades during active visual fixation was investigated in a population of young healthy men performing three sustained fixation tasks (fixation to a visual target, fixation to a visual target with visual distracters, and fixation straight ahead in the dark). Markov Chain modeling of inter-saccade intervals (ISIs) was utilized. First- and second-order Markov modeling provided indications for the existence of a non-random pattern in the production of intrusive saccades. Accordingly, the system of intrusive saccade generation may operate in two "attractor" states, one in which intrusive saccades occur at short consecutive ISIs and another in which intrusive saccades occur at long consecutive ISIs. These states might correspond to two distinct states of the attention system, one of low focused high distractibility and another of high focused low distractibility, such as those proposed in the adaptive gain theory for the control of attention by the noradrenergic system in the brain. To the authors knowledge, this is the first time that Markov Chain modeling has been applied to the analysis of the ISIs of intrusive sac cades.

• 出版日期2016-12-17