Fixational eye movements as active sensation for high visual acuity

被引:0
作者
Nghiem, Trang-Anh E. [1 ,2 ]
Witten, Jenny L. [3 ]
Dufour, Oscar [1 ,2 ]
Harmening, Wolf M. [3 ]
da Silveira, Rava Azeredo [1 ,2 ,4 ,5 ]
机构
[1] Univ Paris, Univ Paris Sci & Lettres, Sorbonne Univ, Ecole Normale Super,Ctr Natl Rech Sci,Dept Phys, F-75005 Paris, France
[2] Inst Mol & Clin Ophthalmol Basel, CH-4031 Basel, Switzerland
[3] Rhein Friedrich Wilhelms Univ Bonn, Dept Ophthalmol, D-53127 Bonn, Germany
[4] Univ Basel, Fac Sci, CH-4056 Basel, Switzerland
[5] Univ Zurich, Dept Econ, CH-8001 Zurich, Switzerland
基金
欧洲研究理事会;
关键词
eye movements; retina; Bayesian inference; adaptive optics; INFORMATION;
D O I
10.1073/pnas.2416266122
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Perception and action are inherently entangled: our world view is shaped by how we explore our environment through complex and variable self-motion. Even when fixating stable stimuli, our eyes undergo small, involuntary movements. Fixational eye movements (FEM) render a stable world jittery on our retinae, which can be expected to harm neural coding. Yet, empirical evidence suggests that FEM help rather than harm human perception of fine detail. Here, we elucidate this paradox by uncovering under which conditions FEM improve or impair retinal coding and human acuity. We combine theory and experiment: model accuracy is directly compared to that of healthy human subjects in a visual acuity task. Acuity is modeled by applying an ideal Bayesian classifier to simulations of retinal spiking activity in the presence of FEM. In addition, empirical FEM are monitored using high-resolution eye-tracking by an adaptive optics scanning laser ophthalmoscope. FEM introduce variability in retinal ganglion cell activity, but they also effectively preprocess inputs to facilitate retinal information encoding. Based on an interplay of these mechanisms, our model predicts a relation between visual acuity, FEM amplitude, and single-trial stimulus size that quantitatively accounts for experimental observations and captures the beneficial effect of FEM. Moreover, we observe that while human subjects' FEM statistics vary with stimulus size, our model suggests that subjects' FEM amplitude remains within a near-optimal range, where acuity is enhanced compared to much larger or smaller amplitudes. Overall, our findings indicate that perception benefits from action even at the fine spatiotemporal scale of FEM.
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页数:8
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共 35 条
  • [1] Suboptimal eye movements for seeing fine details
    Agaoglu, Mehmet N.
    Sheehy, Christy K.
    Tiruveedhula, Pavan
    Roorda, Austin
    Chung, Susana T. L.
    [J]. JOURNAL OF VISION, 2018, 18 (05):
  • [2] High-acuity vision from retinal image motion
    Anderson, Alexander G.
    Ratnam, Kavitha
    Roorda, Austin
    Olshausen, Bruno A.
    [J]. JOURNAL OF VISION, 2020, 20 (07):
  • [3] How the unstable eye sees a stable and moving world
    Arathorn, David W.
    Stevenson, Scott B.
    Yang, Qiang
    Tiruveedhula, Pavan
    Roorda, Austin
    [J]. JOURNAL OF VISION, 2013, 13 (10):
  • [4] Fixational drift is driven by diffusive dynamics in central neural circuitry
    Ben-Shushan, Nadav
    Shaham, Nimrod
    Joshua, Mati
    Burak, Yoram
    [J]. NATURE COMMUNICATIONS, 2022, 13 (01)
  • [5] Fixational eye movements in passive versus active sustained fixation tasks
    Bowers, Norick R.
    Gautier, Josselin
    Lin, Samantha
    Roorda, Austin
    [J]. JOURNAL OF VISION, 2021, 21 (11): : 1 - 16
  • [6] Bayesian model of dynamic image stabilization in the visual system
    Burak, Yoram
    Rokni, Uri
    Meister, Markus
    Sompolinsky, Haim
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2010, 107 (45) : 19525 - 19530
  • [7] The Relationship Between Visual Sensitivity and Eccentricity, Cone Density and Outer Segment Length in the Human Foveola
    Domdei, Niklas
    Reiniger, Jenny L.
    Holz, Frank G.
    Harmening, Wolf M.
    [J]. INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2021, 62 (09)
  • [8] The functions of the proprioceptors of the eye muscles
    Donaldson, IML
    [J]. PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES, 2000, 355 (1404) : 1685 - 1754
  • [9] CONTRAST SENSITIVITY AND SPATIAL-FREQUENCY RESPONSE OF PRIMATE CORTICAL-NEURONS IN AND AROUND THE CYTOCHROME-OXIDASE BLOBS
    EDWARDS, DP
    PURPURA, KP
    KAPLAN, E
    [J]. VISION RESEARCH, 1995, 35 (11) : 1501 - 1523
  • [10] COROLLARY DISCHARGE PROVIDES ACCURATE EYE POSITION INFORMATION TO THE OCULOMOTOR SYSTEM
    GUTHRIE, BL
    PORTER, JD
    SPARKS, DL
    [J]. SCIENCE, 1983, 221 (4616) : 1193 - 1195