Search engine for discovering works of Art, research articles, and books related to Art and Culture
ShareThis
Javascript must be enabled to continue!

Fixational drift is driven by diffusive dynamics in central neural circuitry

View through CrossRef
Abstract During fixation and between saccades, our eyes undergo diffusive random motion called fixational drift [1]. The role of fixational drift in visual coding and inference has been debated in the past few decades, but the mechanisms that underlie this motion remained unknown. In particular, it has been unclear whether fixational drift arises from peripheral sources, or from central sources within the brain. Here we show that fixational drift is correlated with neural activity, and identify its origin in central neural circuitry within the oculomotor system. We analyzed a large data set of ocular motoneuron (OMN) recordings in the rhesus monkey, alongside precise measurements of eye position [2, 3], and found that most of the variance of fixational eye drifts must arise upstream of the OMNs. The diffusive statistics of the motion points to the oculomotor integrator, a memory circuit responsible for holding the eyes still between saccades, as a likely source of the motion. Theoretical modeling, constrained by the parameters of the primate oculomotor system, supports this hypothesis by accounting for the amplitude as well as the statistics of the motion. Thus, we propose that fixational ocular drift provides a direct observation of diffusive dynamics in a neural circuit responsible for storage of continuous parameter memory in persistent neural activity. The identification of a mechanistic origin for fixational drift is likely to advance the understanding of its role in visual processing and inference.
Title: Fixational drift is driven by diffusive dynamics in central neural circuitry
Description:
Abstract During fixation and between saccades, our eyes undergo diffusive random motion called fixational drift [1].
The role of fixational drift in visual coding and inference has been debated in the past few decades, but the mechanisms that underlie this motion remained unknown.
In particular, it has been unclear whether fixational drift arises from peripheral sources, or from central sources within the brain.
Here we show that fixational drift is correlated with neural activity, and identify its origin in central neural circuitry within the oculomotor system.
We analyzed a large data set of ocular motoneuron (OMN) recordings in the rhesus monkey, alongside precise measurements of eye position [2, 3], and found that most of the variance of fixational eye drifts must arise upstream of the OMNs.
The diffusive statistics of the motion points to the oculomotor integrator, a memory circuit responsible for holding the eyes still between saccades, as a likely source of the motion.
Theoretical modeling, constrained by the parameters of the primate oculomotor system, supports this hypothesis by accounting for the amplitude as well as the statistics of the motion.
Thus, we propose that fixational ocular drift provides a direct observation of diffusive dynamics in a neural circuit responsible for storage of continuous parameter memory in persistent neural activity.
The identification of a mechanistic origin for fixational drift is likely to advance the understanding of its role in visual processing and inference.

Related Results

The interaction between neural populations: Additive versus diffusive coupling
The interaction between neural populations: Additive versus diffusive coupling
Abstract Models of networks of populations of neurons commonly assume that the interactions between neural populations are via ...
Fixational Eye Movements: Influence on the Accuracy in the Target Pointing Tasks
Fixational Eye Movements: Influence on the Accuracy in the Target Pointing Tasks
In this research binocular fixational eye movement were studied. They reduce an accuracy of the defined target direction in the target pointing tasks, therefore possibilities of fi...
A new sea ice state dependent parameterization for the free drift of sea ice
A new sea ice state dependent parameterization for the free drift of sea ice
Abstract. Free drift estimates of sea ice motion are necessary to produce a seamless observational record combining buoy and satellite-derived sea ice motion vectors. We develop a ...
The Stokes drift in ocean surface drift prediction
The Stokes drift in ocean surface drift prediction
<p>Ocean surface drift forecasts are essential for numerous applications. It is a central asset in search and rescue and oil spill response operations, but it is also...
Low-Pass Filters for a Temperature Drift Correction Method for Electromagnetic Induction Systems
Low-Pass Filters for a Temperature Drift Correction Method for Electromagnetic Induction Systems
Electromagnetic induction (EMI) systems are used for mapping the soil’s electrical conductivity in near-surface applications. EMI measurements are commonly affected by time-varying...
Is apparent fixational drift in eye-tracking data due to filters or eyeball rotation?
Is apparent fixational drift in eye-tracking data due to filters or eyeball rotation?
AbstractEye trackers are sometimes used to study the miniature eye movements such as drift that occur while observers fixate a static location on a screen. Specifically, analysis o...
Intrusion Detection in IoT Data Streams based onEMNCD with Concept Drift
Intrusion Detection in IoT Data Streams based onEMNCD with Concept Drift
Abstract With the widespread application of smart devices, the security of IoT systems faces entirely new challenges. The IoT data stream operates in a non-stationary, dyna...
Wind Tunnel Evaluation of Drift Reduction Potential and Spray Characteristics with Drift Retardants at High Operating Pressure
Wind Tunnel Evaluation of Drift Reduction Potential and Spray Characteristics with Drift Retardants at High Operating Pressure
Abstract Although considerable research has been done on effectiveness of drift retardants for many years, answers to some questions are still unclear to applicators...

Back to Top