Microsaccades, Drifts, Hopf Bundle and Neurogeometry

. 2022 Mar 17 ; 8 (3) : . [epub] 20220317

Status PubMed-not-MEDLINE Jazyk angličtina Země Švýcarsko Médium electronic

Typ dokumentu časopisecké články

Perzistentní odkaz   https://www.medvik.cz/link/pmid35324631

The first part of the paper contains a short review of the image processing in early vision is static, when the eyes and the stimulus are stable, and in dynamics, when the eyes participate in fixation eye movements. In the second part, we give an interpretation of Donders' and Listing's law in terms of the Hopf fibration of the 3-sphere over the 2-sphere. In particular, it is shown that the configuration space of the eye ball (when the head is fixed) is the 2-dimensional hemisphere SL+, called Listing hemisphere, and saccades are described as geodesic segments of SL+ with respect to the standard round metric. We study fixation eye movements (drift and microsaccades) in terms of this model and discuss the role of fixation eye movements in vision. A model of fixation eye movements is proposed that gives an explanation of presaccadic shift of receptive fields.

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Bressloff P.C., Cowan J.D. A spherical model for orientation as spatial-frequency tuning in a cortical hypercolumn. Philos. Trans. R. Soc. Lond. B. 2003;357:1643–1667. doi: 10.1098/rstb.2002.1109. PubMed DOI PMC

Bressloff P.C., Cowan J.D. The functional geometry of local and horizontal connections in a model of V1. J. Physiol. Paris. 2003;97:221–236. doi: 10.1016/j.jphysparis.2003.09.017. PubMed DOI

Bressloff P.C., Cowan J.D. The visual cortex as a crystal. Phys. D. 2002;173:226–258. doi: 10.1016/S0167-2789(02)00677-2. DOI

Citti G., Sarti A., editors. Neuromathematics of Vision. Springer; Berlin/Heidelberg, Germany: 2014. Lecture Notes in Morphogenesis.

Petitot J. The neurogeometry of pinwheels as a sub-Riemannian contact structure. J. Physiol. Paris. 2003;97:265–309. doi: 10.1016/j.jphysparis.2003.10.010. PubMed DOI

Petitot J. Elements of Neurogeometry. Springer; Berlin/Heidelberg, Germany: 2017.

Sarti A., Citti G., Petitot J. The symplectic structure of the primary visual cortex. Biol. Cybern. 2008;98:33–48. doi: 10.1007/s00422-007-0194-9. PubMed DOI

Westheimer D. The third dimension in the primary visual cortex. J. Phys. 2009;587:2807–2816. doi: 10.1113/jphysiol.2009.170175. PubMed DOI PMC

Alekseevsky D. Conformal model of hypercolumns in V1 cortex and the Mobius group. Application to the visual stability problem; Proceedings of the International Conference on Geometric Science of Information; Paris, France. 21–23 July 2021; pp. 65–72.

Yarbys A.L. Eye Movements and Vision. Plenum Press; New York, NY, USA: 1967.

Rucci M., Ahissar E., Burr D. Temporal Coding of Visual Space. Trends Cogn. Sci. 2018;22:883895. doi: 10.1016/j.tics.2018.07.009. PubMed DOI PMC

Ahissar E., Arieli A. Figuring Space by Time Review. Neuron. 2001;32:185–201. doi: 10.1016/S0896-6273(01)00466-4. PubMed DOI

Ahissar E., Arieli A. Seeing via miniature eye movements: A dynamic hypothesis for vision. Front. Comput. Neurosci. 2012;6:89. doi: 10.3389/fncom.2012.00089. PubMed DOI PMC

Carandini M. What simple and complex cells compute? J Physiol. 2006;577:463–466. doi: 10.1113/jphysiol.2006.118976. PubMed DOI PMC

Carandini M., Demb J.B., Mante V., Tolhurst D.J., Dan Y., Olshausen B.A., Gallant J.L., Rust N.C. Do We Know What the Early Visual System Does? J. Neurosci. 2005;25:10577–10597. doi: 10.1523/JNEUROSCI.3726-05.2005. PubMed DOI PMC

Melcher D., Colby C.L. Trans-saccadic perception. Trends Cogn Sci. 2008;12:466–473. doi: 10.1016/j.tics.2008.09.003. PubMed DOI

Wolfe B.A., Whitney D. Saccadic remapping of object-selective information. Atten. Percept. Psychophys. 2015;77:2260–2269. doi: 10.3758/s13414-015-0944-z. PubMed DOI PMC

Ross J., Morrone M.C., Burr D.C. Compression of visual space before saccades. Nature. 1998;386:598–601. doi: 10.1038/386598a0. PubMed DOI

Burr D.C., Ross J., Binda P., Morrone M.C. Saccades compress space, time and number. Trends Cogn. Sci. 2010;14:528–533. doi: 10.1016/j.tics.2010.09.005. PubMed DOI

Hauperich A.-K., Young L.K., Smithson H.E. What makes a microsaccade? A review of 70 years of research prompts a new detection method. J. Eye Mov. Res. 2020;12:1–22. doi: 10.16910/jemr.12.6.13. PubMed DOI PMC

Aytekin M., Victor J.D., Rucci M. The Visual Input to the Retina during Natural Head-Free Fixation. J. Neurosci. 2014;17:1201–1215. doi: 10.1523/JNEUROSCI.0229-14.2014. PubMed DOI PMC

Boi M., Poletti M., Victor J.D., Rucci M. Consequences of the oculomotor cycle for the dynamics of perception. Curr. Biol. 2017;27:110. doi: 10.1016/j.cub.2017.03.034. PubMed DOI PMC

Poletti M., Rucci M. A compact field guide to the study of microsaccades: Challenges and functions. Vis. Res. 2016;118:83–97. doi: 10.1016/j.visres.2015.01.018. PubMed DOI PMC

Rucci M., Poletti M. Control and Functions of Fixational Eye Movements. Annu. Rev. Vis. Sci. 2015;1:499518. doi: 10.1146/annurev-vision-082114-035742. PubMed DOI PMC

Rucci M., Victor J.D. The Unsteady Eye: An Information Processing Stage, not a Bug. Trends Neurosci. 2015;38:19520. doi: 10.1016/j.tins.2015.01.005. PubMed DOI PMC

Wurtz R.H. Neuronal mechanisms of visual stability. Vis. Res. 2008;48:2070–2089. doi: 10.1016/j.visres.2008.03.021. PubMed DOI PMC

Cavanaugh J., Berman R.A., Joiner W.M., Wurtz R.H. Saccadic Corollary Discharge Underlies Stable Visual Perception. J. Neurosci. 2016;36:31–42. doi: 10.1523/JNEUROSCI.2054-15.2016. PubMed DOI PMC

Wurtz R.H., Joiner W.M., Berman R.A. Neuronal mechanisms for visual stability: Progress and problems. Philos. Trans. R. Soc. B. 2011;366:492–503. doi: 10.1098/rstb.2010.0186. PubMed DOI PMC

Vasudevan R., Phatak A.V., Smith J.D. A stochastic model for eye movements during fixation on a stationary target. Kybernetik. 1972;11:24–31. doi: 10.1007/BF00267762. PubMed DOI

Lakshminarayanan V. Stochastic Eye Movements While Fixating on a Stationary Target. In: Vijayakumar A., Sreenivasan M., editors. Stochastic Processes and Their Applications. Narosa Publishing House Private Limited; New Delhi, India: 1999. pp. 39–49.

Boccignone G. Advanced statistical methods for eyemovement analysis and modelling: A gentle introduction. arXiv. 20171506.07194v4

Engbert R., Mergenthaler K., Sinn P., Pikovsky A. An integrated model of fixation eye movements and microsaccades. Proc. Nat. Acad. Sci. USA. 2011;108:765–770. doi: 10.1073/pnas.1102730108. PubMed DOI PMC

Herrmann C.J.J., Metzler R., Engbert R. A self-avoiding walk with neural delays as a model of fixational eye movements. Sci. Rep. 2017;7:12958. doi: 10.1038/s41598-017-13489-8. PubMed DOI PMC

Coifman R.R., Lafon S. Diffusion maps. Appl. Comput. Harmon. Anal. 2006;21:5–30. doi: 10.1016/j.acha.2006.04.006. DOI

Lafon S., Lee A.B. Diffusion Maps and Coarse-Graining: A Unied Framework for Dimensionality Reduction, Graph Partitioning and Data Set Parameterization. IEEE Trans. Pattern Anal. Mach. Intell. 2006;28:1393–1403. doi: 10.1109/TPAMI.2006.184. PubMed DOI

Kaplan E., Benardete E. The dynamics of primate retinal ganglion cells. Prog. Brain Res. 2001;134:17–34. PubMed

Hubel D.H. Eye, Brain and Vision. JAMA. 1988;260:3677.

Schwartz E. Topographic Mapping in Primate Visual Cortex: History, Anatomy and Computation. Courant Institute of Mathematical Sciences; New York, NY, USA: 1993. Technical Report 593.

Schwartz E. Spatial mapping in the primate sensory projection: Analytic structure and relevance to perception. Biol. Cybern. 1977;25:181–194. doi: 10.1007/BF01885636. PubMed DOI

Kowler E. Eye movements: The past 25 years. Vis. Res. 2011;51:1457–1483. doi: 10.1016/j.visres.2010.12.014. PubMed DOI PMC

Rolf M. Microsaccades: Small steps on a long way. Vis. Res. 2009;49:2415–2441. doi: 10.1016/j.visres.2009.08.010. PubMed DOI

Sinn P., Engbert R. Small saccades versus microsaccades: Experimental distinction and model-based unification. Vis. Res. 2016;118:132–143. doi: 10.1016/j.visres.2015.05.012. PubMed DOI

Bowers N.R., Boehm A.E., Roorda A. The effects of fixational tremor on the retinal image. J. Vis. 2019;19:8. doi: 10.1167/19.11.8. PubMed DOI PMC

Martinez-Conde S., Macknik S.L., Hubel D.H. The role of fixation eye movements in visual perception. Nat. Rev. 2004;5:224–240. doi: 10.1038/nrn1348. PubMed DOI

Duhamel J.-R., Colby C.L., Goldberg M.E. The Updating of the Representation of Visual Space in Parietal Cortex by Intended Eye Movements. Science. 1992;255:90–92. doi: 10.1126/science.1553535. PubMed DOI

Zirnsak M., Moore T. Saccades and shifting receptive fields: Anticipating consequences or selecting targets? Trends Cogn. Sci. 2014;18:621–628. doi: 10.1016/j.tics.2014.10.002. PubMed DOI PMC

Molchnov S.A. Diffusion processes and Riemannian geometry. Uspekhi Mat. Nauk. 1975;30:3–59. doi: 10.1070/RM1975v030n01ABEH001400. DOI

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