Eye Movement Compensation and Spatial Updating in Visual Prosthetics: Mechanisms, Limitations and Future Directions
Open accessAbstract
Despite appearing automatic and effortless, perceiving the visual world is a highly complex process that depends on intact visual and oculomotor function. Understanding the mechanisms underlying spatial updating (i.e., gaze contingency) represents an important, yet unresolved issue in the fields of visual perception and cognitive neuroscience. Many questions regarding the processes involved in updating visual information as a function of the movements of the eyes are still open for research. Beyond its importance for basic research, gaze contingency represents a challenge for visual prosthetics as well. While most artificial vision studies acknowledge its importance in providing accurate visual percepts to the blind implanted patients, the majority of the current devices do not compensate for gaze position. To-date, artificial percepts to the blind population have been provided either by intraocular light-sensing circuitry or by using external cameras. While the former commonly accounts for gaze shifts, the latter requires the use of eye-tracking or similar technology in order to deliver percepts based on gaze position. Inspired by the need to overcome the hurdle of gaze contingency in artificial vision, we aim to provide a thorough overview of the research addressing the neural underpinnings of eye compensation, as well as its relevance in visual prosthetics. The present review outlines what is currently known about the mechanisms underlying spatial updating and reviews the attempts of current visual prosthetic devices to overcome the hurdle of gaze contingency. We discuss the limitations of the current devices and highlight the need to use eye-tracking methodology in order to introduce gaze-contingent information to visual prosthetics.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
In prostheses with a head-mounted camera, misalignment between the camera orientation and the pupillary axes can induce localization problems.
“Therefore, in prostheses with a head-mounted camera, misalignment between the camera orientation and the pupillary axes can induce localization problems (Caspi et al., 2018; Paraskevoudi and Pezaris, 2018; Sabbah et al., 2014; Schmidt et al., 1996).”
From Towards biologically plausible phosphene simulation for the differentiable optimization of visual cortical prostheses (2024) · cites this paper as Paraskevoudi and Pezaris, 2018
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Receptive fields, binocular interaction and functional architecture in the cat’s visual cortex
Hubel, D. H., & Wiesel, T. N. (1962) · The Journal of Physiology · doi:10.1113/jphysiol.1962.sp006837 · Cited by 13,680 · see citing works
The updating of the representation of visual space in parietal cortex by intended eye movements
Duhamel, J.-R., Colby, C. L., & Goldberg, M. E. (1992) · Science · doi:10.1126/science.1553535 · Cited by 1,966 · see citing works
Primate frontal eye fields. I. Single neurons discharging before saccades.
Bruce, C. J., & Goldberg, M. E. (1985) · Journal of Neurophysiology · doi:10.1152/jn.1985.53.3.603 · Cited by 1,584 · see citing works
Encoding of Spatial Location by Posterior Parietal Neurons
Andersen, R., Essick, G. K., & Siegel, R. M. (1985) · Science · doi:10.1126/science.4048942 · Cited by 1,413 · see citing works
Spatial and chromatic interactions in the lateral geniculate body of the rhesus monkey.
Wiesel, T. N., & Hubel, D. H. (1966) · Journal of Neurophysiology · doi:10.1152/jn.1966.29.6.1115 · Cited by 1,280 · see citing works
Memory related motor planning activity in posterior parietal cortex of macaque
Gnadt, J. W., & Andersen, R. A. (1988) · Experimental Brain Research · doi:10.1007/bf00271862 · Cited by 998 · see citing works
An analysis of the saccadic system by means of double step stimuli
Becker, W., & Jürgens, R. (1979) · Vision Research · doi:10.1016/0042-6989(79)90222-0 · Cited by 953 · see citing works
Bruce, C. J., Goldberg, M. E., Bushnell, M. C., & Stanton, G. B. (1985) · Journal of Neurophysiology · doi:10.1152/jn.1985.54.3.714 · Cited by 926 · see citing works
Neural remodeling in retinal degeneration
Marc, R. E., Jones, B. W., Watt, C. B., & Strettoi, E. (2003) · Progress in Retinal and Eye Research · doi:10.1016/s1350-9462(03)00039-9 · Cited by 871 · see citing works
Visual perception in a blind subject with a chronic microelectronic retinal prosthesis
Humayun, M. S., Weiland, J. D., Fujii, G. Y., Greenberg, R., Williamson, R., Little, J., Mech, B., Cimmarusti, V., Van Boemel, G., Dagnelie, G., et al. (2003) · Vision Research · doi:10.1016/s0042-6989(03)00457-7 · Cited by 856 · see citing works
Subretinal electronic chips allow blind patients to read letters and combine them to words
Zrenner, E., Bartz-Schmidt, K. U., Benav, H., Besch, D., Bruckmann, A., Gabel, V.-P., Gekeler, F., Greppmaier, U., Harscher, A., Kibbel, S., et al. (2011) · Proceedings of the Royal Society B: Biological Sciences · doi:10.1098/rspb.2010.1747 · Cited by 819 · see citing works
Hikosaka, O., & Wurtz, R. H. (1983) · Journal of Neurophysiology · doi:10.1152/jn.1983.49.5.1285 · Cited by 811 · see citing works
Will Retinal Implants Restore Vision?
Zrenner, E. (2002) · Science · doi:10.1126/science.1067996 · Cited by 726 · see citing works
Interim results from the international trial of Second Sight's visual prosthesis
Humayun, M. S., Dorn, J. D., da Cruz, L., Dagnelie, G., Sahel, J.-A., Stanga, P. E., Cideciyan, A. V., Duncan, J. L., Eliott, D., Filley, E., et al. (2012) · Ophthalmology · doi:10.1016/j.ophtha.2011.09.028 · Cited by 700 · see citing works
Selective suppression of the magnocellular visual pathway during saccadic eye movements
Burr, D. C., Morrone, M. C., & Ross, J. (1994) · Nature · doi:10.1038/371511a0 · Cited by 685 · see citing works
Schmidt, E. M., Bak, M. J., Hambrecht, F. T., Kufta, C. V., O'Rourke, D. K., & Vallabhanath, P. (1996) · Brain · doi:10.1093/brain/119.2.507 · Cited by 672 · see citing works
Chafee, M. V., & Goldman, P. S. (1998) · Journal of Neurophysiology · doi:10.1152/jn.1998.79.6.2919 · Cited by 655 · see citing works
Changes in visual perception at the time of saccades
Ross, J., Morrone, M. C., Goldberg, M. E., & Burr, D. C. (2001) · Trends in Neurosciences · doi:10.1016/s0166-2236(00)01685-4 · Cited by 631 · see citing works
Eye position effects on visual, memory, and saccade-related activity in areas LIP and 7a of macaque
Andersen, R. A., Bracewell, R. M., Barash, S., Gnadt, J., & Fogassi, L. (1990) · Journal of Neuroscience · doi:10.1523/jneurosci.10-04-01176.1990 · Cited by 628 · see citing works
Blatt, G. J., Andersen, R. A., & Stoner, G. R. (1990) · The Journal of Comparative Neurology · doi:10.1002/cne.902990404 · Cited by 611 · see citing works
Adaptation, after-effect and contrast in the perception of curved lines.
Gibson, J. J. (1933) · Journal of Experimental Psychology · doi:10.1037/h0074626 · Cited by 606 · see citing works
Andersen, R., & Mountcastle, V. B. (1983) · Journal of Neuroscience · doi:10.1523/jneurosci.03-03-00532.1983 · Cited by 594 · see citing works
Artificial Vision for the Blind by Connecting a Television Camera to the Visual Cortex
Dobelle, W. H. (2000) · ASAIO Journal · doi:10.1097/00002480-200001000-00002 · Cited by 584 · see citing works
Visual acuity in the presence of retinal-image motion*
Westheimer, G., & McKee, S. P. (1975) · Journal of the Optical Society of America · doi:10.1364/josa.65.000847 · Cited by 550 · see citing works
Saccades Are Spatially, Not Retinocentrically, Coded
Mays, L. E., & Sparks, D. L. (1980) · Science · doi:10.1126/science.6769161 · Cited by 522 · see citing works
Influence of the thalamus on spatial visual processing in frontal cortex
Sommer, M. A., & Wurtz, R. H. (2006) · Nature · doi:10.1038/nature05279 · Cited by 520 · see citing works
EYE MOVEMENT RESPONSES TO A HORIZONTALLY MOVING VISUAL STIMULUS
Westheimer, G. (1954) · Archives of Ophthalmology · doi:10.1001/archopht.1954.00920050938013 · Cited by 484 · see citing works
Saccadic eye movements towards stimuli triggered by prior saccades
Hallett, P. E., & Lightstone, A. D. (1976) · Vision Research · doi:10.1016/0042-6989(76)90083-3 · Cited by 474 · see citing works
Artificial vision with wirelessly powered subretinal electronic implant alpha-IMS
Stingl, K., Bartz-Schmidt, K. U., Besch, D., Braun, A., Bruckmann, A., Gekeler, F., Greppmaier, U., Hipp, S., Hörtdörfer, G., Kernstock, C., et al. (2013) · Proceedings of the Royal Society B: Biological Sciences · doi:10.1098/rspb.2013.0077 · Cited by 473 · see citing works
Dobelle, W. H., & Mladejovsky, M. G. (1974) · The Journal of Physiology · doi:10.1113/jphysiol.1974.sp010766 · Cited by 468 · see citing works
Spatial Processing in the Monkey Frontal Eye Field. I. Predictive Visual Responses
Umeno, M. M., & Goldberg, M. E. (1997) · Journal of Neurophysiology · doi:10.1152/jn.1997.78.3.1373 · Cited by 462 · see citing works
Photovoltaic retinal prosthesis with high pixel density
Mathieson, K., Loudin, J., Goetz, G. A., Huie, P., Wang, L., Kamins, T. I., Galambos, L., Smith, R., Harris, J. S., Sher, A., et al. (2012) · Nature Photonics · doi:10.1038/nphoton.2012.104 · Cited by 460 · see citing works
Updating of the visual representation in monkey striate and extrastriate cortex during saccades
Nakamura, K., & Colby, C. L. (2002) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.052379899 · Cited by 438 · see citing works
Gupta, N. (2006) · British Journal of Ophthalmology · doi:10.1136/bjo.2005.086769 · Cited by 434 · see citing works
Retinal remodeling during retinal degeneration
Jones, B. W., & Marc, R. E. (2005) · Experimental Eye Research · doi:10.1016/j.exer.2005.03.006 · Cited by 430 · see citing works
A Neural Mechanism for Microsaccade Generation in the Primate Superior Colliculus
Hafed, Z. M., Goffart, L., & Krauzlis, R. J. (2009) · Science · doi:10.1126/science.1166112 · Cited by 425 · see citing works
Primate frontal eye fields. III. Maintenance of a spatially accurate saccade signal
Goldberg, M. E., & Bruce, C. J. (1990) · Journal of Neurophysiology · doi:10.1152/jn.1990.64.2.489 · Cited by 409 · see citing works
Veraart, C., Raftopoulos, C., Mortimer, J. T., Delbeke, J., Pins, D., Michaux, G., Vanlierde, A., Parrini, S., & Wanet-Defalque, M.-C. (1998) · Brain Research · doi:10.1016/s0006-8993(98)00977-9 · Cited by 407 · see citing works
Chafee, M. V., & Goldman, P. S. (2000) · Journal of Neurophysiology · doi:10.1152/jn.2000.83.3.1550 · Cited by 406 · see citing works
Subretinal visual implant alpha IMS - clinical trial interim report
Stingl, K., Bartz-Schmidt, K. U., Besch, D., Chee, C. K., Cottriall, C. L., Gekeler, F., Groppe, M., Jackson, T. L., MacLaren, R. E., Koitschev, A., et al. (2015) · Vision Research · doi:10.1016/j.visres.2015.03.001 · Cited by 387 · see citing works
Walker, M. F., Fitzgibbon, E. J., & Goldberg, M. E. (1995) · Journal of Neurophysiology · doi:10.1152/jn.1995.73.5.1988 · Cited by 376 · see citing works
Topography of projections to posterior cortical areas from the macaque frontal eye fields
Stanton, G. B., Bruce, C. J., & Goldberg, M. E. (1995) · The Journal of Comparative Neurology · doi:10.1002/cne.903530210 · Cited by 370 · see citing works
Saccadic eye movements to flashed targets
Hallett, P. E., & Lightstone, A. D. (1976) · Vision Research · doi:10.1016/0042-6989(76)90084-5 · Cited by 344 · see citing works
Photovoltaic restoration of sight with high visual acuity
Lorach, H., Goetz, G., Smith, R., Lei, X., Mandel, Y., Kamins, T. I., Mathieson, K., Huie, P., Harris, J. S., Sher, A., et al. (2015) · Nature Medicine · doi:10.1038/nm.3851 · Cited by 341 · see citing works
Retinal remodeling in human retinitis pigmentosa
Jones, B. W., Pfeiffer, R. L., Ferrell, W. D., Watt, C. B., Marmor, M. F., & Marc, R. E. (2016) · Experimental Eye Research · doi:10.1016/j.exer.2016.03.018 · Cited by 338 · see citing works
First-in-human trial of a novel suprachoroidal retinal prosthesis
Ayton, L. N., Blamey, P. J., Guymer, R. H., Luu, C. D., Nayagam, D. A. X., Sinclair, N. C., Shivdasani, M. N., Yeoh, J., McCombe, M. F., Briggs, R. J., et al. (2014) · PLoS ONE · doi:10.1371/journal.pone.0115239 · Cited by 333 · see citing works
Coordinate transformations in the representation of spatial information
Andersen, R. A., Snyder, L. H., Li, C.-S. R., & Stricanne, B. (1993) · Current Opinion in Neurobiology · doi:10.1016/0959-4388(93)90206-e · Cited by 328 · see citing works
The characteristics and neuronal substrate of saccadic eye movement plasticity
Hopp, J. J., & Fuchs, A. F. (2004) · Progress in Neurobiology · doi:10.1016/j.pneurobio.2003.12.002 · Cited by 316 · see citing works
Sparks, D. L., & Mays, L. E. (1983) · Journal of Neurophysiology · doi:10.1152/jn.1983.49.1.45 · Cited by 311 · see citing works
Oculocentric Spatial Representation in Parietal Cortex
Colby, C. L., Duhamel, J., & Goldberg, M. E. (1995) · Cerebral Cortex · doi:10.1093/cercor/5.5.470 · Cited by 308 · see citing works
Adaptation of Disarranged Hand-Eye Coordination Contingent upon Re-Afferent Stimulation
Held, R., & Hein, A. V. (1958) · Perceptual and Motor Skills · doi:10.2466/pms.1958.8.3.87 · Cited by 291 · see citing works
A fully organic retinal prosthesis restores vision in a rat model of degenerative blindness
Maya‐Vetencourt, J. F., Ghezzi, D., Antognazza, M. R., Colombo, E., Mete, M., Feyen, P., Desii, A., Buschiazzo, A., Paolo, M. D., Marco, S. D., et al. (2017) · Nature Materials · doi:10.1038/nmat4874 · Cited by 290 · see citing works
Ahuja, A. K., Dorn, J. D., Caspi, A., McMahon, M. J., Dagnelie, G., daCruz, L., Stanga, P., Humayun, M. S., Greenberg, R. J., & Argus II Study Group (2011) · British Journal of Ophthalmology · doi:10.1136/bjo.2010.179622 · Cited by 289 · see citing works
Eye-Head Coordination During Head-Unrestrained Gaze Shifts in Rhesus Monkeys
Freedman, E. G., & Sparks, D. L. (1997) · Journal of Neurophysiology · doi:10.1152/jn.1997.77.5.2328 · Cited by 283 · see citing works
Retinal stimulation strategies to restore vision: fundamentals and systems
Yue, L., Weiland, J. D., Roska, B., & Humayun, M. S. (2016) · Progress in Retinal and Eye Research · doi:10.1016/j.preteyeres.2016.05.002 · Cited by 272 · see citing works
Long-Term Results from an Epiretinal Prosthesis to Restore Sight to the Blind
Ho, A. C., Humayun, M. S., Dorn, J. D., da Cruz, L., Dagnelie, G., Handa, J. T., Barale, P. O., Sahel, J., Stanga, P. E., Hafezi, F., et al. (2015) · Ophthalmology · doi:10.1016/j.ophtha.2015.04.032 · Cited by 262 · see citing works
Sensorimotor transformation during eye movements to remembered visual targets
Gnadt, J., Bracewell, R. M., & Andersen, R. A. (1991) · Vision Research · doi:10.1016/0042-6989(91)90010-3 · Cited by 233 · see citing works
Lewis, P. M., Ackland, H. M., Lowery, A. J., & Rosenfeld, J. V. (2015) · Brain Research · doi:10.1016/j.brainres.2014.11.020 · Cited by 228 · see citing works
Microsaccades differentially modulate neural activity in the striate and extrastriate visual cortex
Leopold, D. A., & Logothetis, N. K. (1998) · Experimental Brain Research · doi:10.1007/s002210050577 · Cited by 224 · see citing works
Atrophy of the lateral geniculate nucleus in human glaucoma detected by magnetic resonance imaging
Gupta, N., Greenberg, G., de Tilly, L. N., Gray, B., Polemidiotis, M., & Yucel, Y. H. (2008) · British Journal of Ophthalmology · doi:10.1136/bjo.2008.138172 · Cited by 218 · see citing works
Visuomotor Adaptation in Normal AgingPreprint
Buch, E. R., Young, S., & Contreras-Vidal, J. L. (2003) · Learning & Memory · doi:10.1101/lm.50303 · Cited by 211 · see citing works
Hubel, D. H., & WIESEL, T. N. (2004) · doi:10.1093/acprof:oso/9780195176186.001.0001 · Cited by 209 · see citing works
Stingl, K., Schippert, R., Bartz-Schmidt, K. U., Besch, D., Cottriall, C. L., Edwards, T. L., Gekeler, F., Greppmaier, U., Kiel, K., Koitschev, A., et al. (2017) · Frontiers in Neuroscience · doi:10.3389/fnins.2017.00445 · Cited by 198 · see citing works
Demonstration of artificial visual percepts generated through thalamic microstimulation
Pezaris, J. S., & Reid, R. C. (2007) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0608563104 · Cited by 195 · see citing works
Self-citationEdwards, T. L., Cottriall, C. L., Xue, K., Simunovic, M. P., Ramsden, J. D., Zrenner, E., & MacLaren, R. E. (2018) · Ophthalmology · doi:10.1016/j.ophtha.2017.09.019 · Cited by 193 · see citing works
Retinal implants: a systematic review: Table 1
Chuang, A., Margo, C. E., & Greenberg, P. B. (2014) · British Journal of Ophthalmology · doi:10.1136/bjophthalmol-2013-303708 · Cited by 192 · see citing works
The functional performance of the Argus II retinal prosthesis
Stronks, H. C., & Dagnelie, G. (2014) · Expert Review of Medical Devices · doi:10.1586/17434440.2014.862494 · Cited by 189 · see citing works
Visual prostheses for the blind
Shepherd, R. K., Shivdasani, M. N., Nayagam, D. A. X., Williams, C. E., & Blamey, P. J. (2013) · Trends in biotechnology · doi:10.1016/j.tibtech.2013.07.001 · Cited by 181 · see citing works
Visual perception and saccadic eye movements
Ibbotson, M. R., & Krekelberg, B. (2011) · Current Opinion in Neurobiology · doi:10.1016/j.conb.2011.05.012 · Cited by 178 · see citing works
A model for intracortical visual prosthesis research
Troyk, P., Bak, M., Berg, J., Bradley, D., Cogan, S., Erickson, R., Kufta, C., McCreery, D., Schmidt, E., & Towle, V. (2003) · Artificial Organs · doi:10.1046/j.1525-1594.2003.07308.x · Cited by 166 · see citing works
The Role of Ocular Muscle Proprioception in Visual Localization of Targets
Gauthier, G. M., Nommay, D., & Vercher, J. (1990) · Science · doi:10.1126/science.2367852 · Cited by 156 · see citing works
Microsaccadic Suppression of Visual Bursts in the Primate Superior Colliculus
Hafed, Z. M., & Krauzlis, R. J. (2010) · Journal of Neuroscience · doi:10.1523/jneurosci.1137-10.2010 · Cited by 152 · see citing works
Spatial Processing in the Monkey Frontal Eye Field. II. Memory Responses
Umeno, M. M., & Goldberg, M. E. (2001) · Journal of Neurophysiology · doi:10.1152/jn.2001.86.5.2344 · Cited by 148 · see citing works
Effects of Involuntary Eye Movements on Visual Acuity*
Keesey, U. T. (1960) · Journal of the Optical Society of America · doi:10.1364/josa.50.000769 · Cited by 146 · see citing works
Boinagrov, D., Pangratz-Fuehrer, S., Goetz, G., & Palanker, D. (2014) · Journal of Neural Engineering · doi:10.1088/1741-2560/11/2/026008 · Cited by 146 · see citing works
Photovoltaic retinal prosthesis: implant fabrication and performance
Wang, L., Mathieson, K., Kamins, T. I., Loudin, J., Galambos, L., Goetz, G. A., Sher, A., Mandel, Y., Huie, P., Lavinsky, D., et al. (2012) · Journal of Neural Engineering · doi:10.1088/1741-2560/9/4/046014 · Cited by 142 · see citing works
Neuronal mechanisms for visual stability: progress and problems
Wurtz, R. H., Joiner, W. M., & Berman, R. A. (2011) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2010.0186 · Cited by 140 · see citing works
Fornos, A. P., Guinand, N., van de Berg, R., Stokroos, R. J., Micera, S., Kingma, H., Pelizzone, M., & Guyot, J. (2014) · Frontiers in Neurology · doi:10.3389/fneur.2014.00066 · Cited by 128 · see citing works
The extraordinarily rapid disappearance of entopic images.
Coppola, D. M., & Purves, D. (1996) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.93.15.8001 · Cited by 117 · see citing works
Sommerhalder, J., Rappaz, B., de Haller, R., Fornos, A. P., Safran, A. B., & Pelizzone, M. (2004) · Vision Research · doi:10.1016/j.visres.2004.01.017 · Cited by 116 · see citing works
Kwon, M., Nandy, A. S., & Tjan, B. S. (2013) · Current Biology · doi:10.1016/j.cub.2013.06.056 · Cited by 115 · see citing works
Saccades without eye movements
Gilchrist, I. D., Brown, V., & Findlay, J. M. (1997) · Nature · doi:10.1038/36478 · Cited by 113 · see citing works
Gresty, M. A., Hess, K., & LEECH, J. (1977) · Brain · doi:10.1093/brain/100.4.693 · Cited by 112 · see citing works
Perceiving electrical stimulation of identified human visual areas
Murphey, D. K., Maunsell, J. H. R., Beauchamp, M. S., & Yoshor, D. (2009) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0804998106 · Cited by 109 · see citing works
Two distinct types of remapping in primate cortical area V4
Neupane, S., Guitton, D., & Pack, C. C. (2016) · Nature Communications · doi:10.1038/ncomms10402 · Cited by 108 · see citing works
The site of saccadic suppression
Thilo, K. V., Santoro, L., Walsh, V., & Blakemore, C. B. (2003) · Nature Neuroscience · doi:10.1038/nn1171 · Cited by 108 · see citing works
Redding, G. M., & Wallace, B. (1988) · Perception & Psychophysics · doi:10.3758/bf03207476 · Cited by 107 · see citing works
Effect of shape and coating of a subretinal prosthesis on its integration with the retina
Butterwick, A., Huie, P., Jones, B. W., Marc, R. E., Marmor, M. F., & Palanker, D. (2008) · Experimental Eye Research · doi:10.1016/j.exer.2008.09.018 · Cited by 107 · see citing works
Visual Perception and Corollary Discharge
Sommer, M. A., & Wurtz, R. H. (2007) · Perception · doi:10.1068/p5873 · Cited by 101 · see citing works
Fujikado, T., Kamei, M., Sakaguchi, H., Kanda, H., Endo, T., Hirota, M., Morimoto, T., Nishida, K., Kishima, H., Terasawa, Y., et al. (2016) · Investigative Opthalmology & Visual Science · doi:10.1167/iovs.16-20367 · Cited by 101 · see citing works
Saccadic Reaction Time: Implications for Reading, Dyslexia, and Visual Cognition
Fischer, B. (1992) · Springer series in neuropsychology · doi:10.1007/978-1-4612-2852-3_3 · Cited by 100 · see citing works
Salinas, E., & Abbott, L. F. (2001) · Progress in brain research · doi:10.1016/s0079-6123(01)30012-2 · Cited by 99 · see citing works
Electronic approaches to restoration of sight
Goetz, G. A., & Palanker, D. (2016) · Reports on Progress in Physics · doi:10.1088/0034-4885/79/9/096701 · Cited by 99 · see citing works
Getting signals into the brain: visual prosthetics through thalamic microstimulation
Pezaris, J. S., & Eskandar, E. N. (2009) · Neurosurgical FOCUS · doi:10.3171/2009.4.focus0986 · Cited by 98 · see citing works
Self-citationSekirnjak, C., Hulse, C., Jepson, L. H., Hottowy, P., Sher, A., Dąbrowski, W., Litke, A. M., & Chichilnisky, E. J. (2009) · Journal of Neurophysiology · doi:10.1152/jn.00663.2009 · Cited by 98 · see citing works
Spatial updating and the maintenance of visual constancy
Klier, E. M., & Angelaki, D. E. (2008) · Neuroscience · doi:10.1016/j.neuroscience.2008.07.079 · Cited by 94 · see citing works
Torab, K., Davis, T. S., Warren, D. J., House, P. A., Normann, R. A., & Greger, B. (2011) · Journal of Neural Engineering · doi:10.1088/1741-2560/8/3/035001 · Cited by 90 · see citing works
Spatial Updating in Area LIP Is Independent of Saccade Direction
Heiser, L. M., & Colby, C. L. (2005) · Journal of Neurophysiology · doi:10.1152/jn.00054.2005 · Cited by 89 · see citing works
The visual sensations produced by electrical stimulation of the medial occipital cortex.
Brindley, G. S., & Lewin, W. S. (1968) · PubMed · Cited by 89 · see citing works
Spatiotopic coding of BOLD signal in human visual cortex depends on spatial attention
Crespi, S., Biagi, L., d'Avossa, G., Burr, D. C., Tosetti, M., & Morrone, M. C. (2011) · PLoS ONE · doi:10.1371/journal.pone.0021661 · Cited by 89 · see citing works
Laminar Variation in Threshold for Detection of Electrical Excitation of Striate Cortex by Macaques
DeYoe, E. A., Lewine, J. D., & Doty, R. W. (2005) · Journal of Neurophysiology · doi:10.1152/jn.00407.2005 · Cited by 85 · see citing works
Schiller, P. H., & Tehovnik, E. J. (2008) · Perception · doi:10.1068/p6100 · Cited by 85 · see citing works
Menzel-Severing, J., Laube, T., Brockmann, C., Bornfeld, N., Mokwa, W., Mazinani, B. A. E., Walter, P., & Roessler, G. F. (2012) · Eye · doi:10.1038/eye.2012.35 · Cited by 83 · see citing works
Restoring Visual Acuity in Dynamic Conditions with a Vestibular Implant
Guinand, N., van de Berg, R., Cavuscens, S., et al. (2016) · Frontiers in Neuroscience · doi:10.3389/fnins.2016.00577 · Cited by 83 · see citing works
EFNS task force – therapy of nystagmus and oscillopsia
Straube, A. M., Leigh, R. J., Bronstein, A. M., et al. (2004) · European Journal of Neurology · doi:10.1046/j.1468-1331.2003.00754.x · Cited by 80 · see citing works
Functional Outcome in Subretinal Electronic Implants Depends on Foveal Eccentricity
Štingl, K., Bartz‐Schmidt, K. U., Gekeler, F., Kusnyerik, Á., Sachs, H. G., & Zrenner, E. (2013) · Investigative Ophthalmology & Visual Science · doi:10.1167/iovs.13-12835 · Cited by 73 · see citing works
Attaining higher resolution visual prosthetics: a review of the factors and limitations
Eiber, C. D., Lovell, N. H., & Suaning, G. J. (2013) · Journal of Neural Engineering · doi:10.1088/1741-2560/10/1/011002 · Cited by 71 · see citing works
Adaptation to a simulated central scotoma during visual search training
Walsh, D. V., & Liu, L. (2014) · Vision Research · doi:10.1016/j.visres.2014.01.005 · Cited by 68 · see citing works
Ten-Year Follow-up of a Blind Patient Chronically Implanted with Epiretinal Prosthesis Argus I
Lan, Y., Falabella, P., Christopher, P., Wuyyuru, V., Dorn, J. D., Schor, P., Greenberg, R. J., Weiland, J. D., & Humayun, M. S. (2015) · Ophthalmology · doi:10.1016/j.ophtha.2015.08.008 · Cited by 67 · see citing works
Prosthetic interfaces with the visual system: biological issues
Cohen, E. D. (2007) · Journal of Neural Engineering · doi:10.1088/1741-2560/4/2/r02 · Cited by 66 · see citing works
Electrical stimulation in normal and retinal degeneration (rd1) isolated mouse retina
O’Hearn, T. M., Sadda, S. R., Weiland, J. D., Maia, M., Margalit, E., & Humayun, M. S. (2006) · Vision Research · doi:10.1016/j.visres.2006.03.031 · Cited by 65 · see citing works
Cheng, D. L., Greenberg, P. B., & Borton, D. A. (2017) · Current Eye Research · doi:10.1080/02713683.2016.1270326 · Cited by 63 · see citing works
Oxford Textbook of Vertigo and Imbalance
(2013) · Oxford University Press eBooks · doi:10.1093/med/9780199608997.001.0001 · Cited by 62 · see citing works
Electrocorticography links human temporoparietal junction to visual perception
Beauchamp, M. S., Sun, P., Baum, S. H., Tolias, A. S., & Yoshor, D. (2012) · Nature Neuroscience · doi:10.1038/nn.3131 · Cited by 62 · cited 1× · see citing works
“However, given the complex physical structure and functional organization of the cortex, most stimulation attempts in both humans and animal models thus far have yielded inconclusive results (Dobelle, 2000; DeYoe et al., 2005; Murphey et al., 2009; Tehovnik and Slocum, 2009; Torab et al., 2011; Beauchamp et al., 2012;…”
ResultOscillopsia: causes and management
Tilikete, C., & Vighetto, A. (2010) · Current Opinion in Neurology · doi:10.1097/wco.0b013e328341e3b5 · Cited by 61 · see citing works
Comparison of Electrical Stimulation Thresholds in Normal and Retinal Degenerated Mouse Retina
Suzuki, S., Humayun, M. S., Weiland, J. D., Chen, S., Margalit, E., Piyathaisere, D. V., & de Juan, E. (2004) · Japanese Journal of Ophthalmology · doi:10.1007/s10384-004-0084-9 · Cited by 60 · see citing works
Ivanov, I. V., MacKeben, M., Vollmer, A., Martus, P., Nguyen, N. X., & Trauzettel‐Klosinski, S. (2016) · PLoS ONE · doi:10.1371/journal.pone.0157825 · Cited by 55 · see citing works
Circuits for presaccadic visual remapping
Rao, H. M., Mayo, J. P., & Sommer, M. A. (2016) · Journal of Neurophysiology · doi:10.1152/jn.00182.2016 · Cited by 52 · see citing works
Dissociation of forward and convergent remapping in primate visual cortex
Neupane, S., Guitton, D., & Pack, C. C. (2016) · Current Biology · doi:10.1016/j.cub.2016.04.050 · Cited by 50 · see citing works
Fornos, A. P., Sommerhalder, J., Pittard, A., Safran, A. B., & Pelizzone, M. (2008) · Vision Research · doi:10.1016/j.visres.2008.04.027 · Cited by 50 · see citing works
Chan, L. L.-H., Lee, E.-J., Humayun, M. S., & Weiland, J. D. (2011) · Journal of Neurophysiology · doi:10.1152/jn.00619.2010 · Cited by 49 · see citing works
Simulation of thalamic prosthetic vision: reading accuracy, speed, and acuity in sighted humans
Vurro, M., Crowell, A. M., & Pezaris, J. S. (2014) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2014.00816 · Cited by 47 · see citing works
Self-citationMapping the Representation of the Visual Field by Electrical Stimulation of Human Visual Cortex
Dobelle, W. H., Turkel, J., Henderson, D. C., & Evans, J. R. (1979) · American Journal of Ophthalmology · doi:10.1016/0002-9394(79)90673-1 · Cited by 47 · see citing works
Object localization, discrimination, and grasping with the optic nerve visual prosthesis
Duret, F., Brelén, M. E., Lambert, V., Gérard, B., Delbeke, J., & Veraart, C. (2006) · Restorative Neurology and Neuroscience · doi:10.3233/rnn-2006-00328 · Cited by 46 · see citing works
Computing vector differences using a gain field‐like mechanism in monkey frontal eye field
Cassanello, C. R., & Ferrera, V. P. (2007) · The Journal of Physiology · doi:10.1113/jphysiol.2007.128801 · Cited by 45 · see citing works
Sabbah, N., Authie, C. N., Sanda, N., Mohand-Said, S., Sahel, J.-A., & Safran, A. B. (2014) · Investigative Ophthalmology & Visual Science · doi:10.1167/iovs.14-15392 · Cited by 45 · see citing works
Simulations of Electrode Placement for a Thalamic Visual Prosthesis
Pezaris, J. S., & Reid, R. C. (2009) · IEEE Transactions on Biomedical Engineering · doi:10.1109/tbme.2008.2005973 · Cited by 45 · see citing works
Self-citationSaccades actively maintain perceptual continuity
Ross, J., & Ma-Wyatt, A. (2003) · Nature Neuroscience · doi:10.1038/nn1163 · Cited by 44 · see citing works
Oculomotor behavior of blind patients seeing with a subretinal visual implant
Hafed, Z. M., Stingl, K., Bartz-Schmidt, K.-U., Gekeler, F., & Zrenner, E. (2016) · Vision Research · doi:10.1016/j.visres.2015.04.006 · Cited by 43 · see citing works
Brickner, R. M. (1936) · Archives of Neurology And Psychiatry · doi:10.1001/archneurpsyc.1936.02260090139009 · Cited by 41 · see citing works
Laboratory and clinical reliability of conformally coated subretinal implants
Daschner, R., Greppmaier, U., Kokelmann, M., Rudorf, S., Rudorf, R., Schleehauf, S., & Wrobel, W. (2017) · Biomedical Microdevices · doi:10.1007/s10544-017-0147-6 · Cited by 41 · see citing works
Schmidt, E. M., Bak, M., Hambrecht, F. T., Kufta, C. V., O'Rourke, D. K., & Vallabhanath, P. (1996) · American Journal of Ophthalmology · doi:10.1016/s0002-9394(14)72149-x · Cited by 41 · see citing works
Saccadic suppression relies on luminance information
Bridgeman, B., & Macknik, S. L. (1995) · Psychological Research · doi:10.1007/bf00419631 · Cited by 39 · see citing works
Neuronal correlates of perceptual stability during eye movements
Dicke, P. W., Chakraborty, S., & Thier, P. (2008) · European Journal of Neuroscience · doi:10.1111/j.1460-9568.2008.06054.x · Cited by 39 · see citing works
Saccade Adaptation as a Model of Flexible and General Motor Learning
Herman, J., Blangero, A., Madelain, L., Khan, A., & Harwood, M. (2013) · Experimental Eye Research · doi:10.1016/j.exer.2013.04.001 · Cited by 39 · see citing works
Visual and Non-Visual Navigation in Blind Patients with a Retinal Prosthesis
Garcia, S. E., Petrini, K., Rubin, G. S., da Cruz, L., & Marko Nardini, A. (2015) · PLoS ONE · doi:10.1371/journal.pone.0134369 · Cited by 36 · see citing works
Preservation of retinotopic map in retinal degeneration
Xie, J., Wang, G., Yow, L., Humayun, M. S., Weiland, J. D., Cela, C. J., Jadvar, H., Lazzi, G., Dhrami‐Gavazi, E., & Tsang, S. H. (2012) · Experimental Eye Research · doi:10.1016/j.exer.2012.03.017 · Cited by 34 · see citing works
Developments on the Boston 256-channel retinal implant
Kelly, S. K., Shire, D. B., Chen, J., Gingerich, M. D., Cogan, S. F., Drohan, W. A., Ellersick, W. F., Krishnan, A., Behan, S., Wyatt, J. L., et al. (2013) · IEEE International Conference on Multimedia and Expo workshops · doi:10.1109/icmew.2013.6618445 · Cited by 33 · see citing works
Blohm, G., & Crawford, J. D. (2009) · Neuron · doi:10.1016/j.neuron.2009.11.022 · Cited by 33 · see citing works
Retinotopic to spatiotopic mapping in blind patients implanted with the Argus II retinal prosthesis
Caspi, A., Roy, A., Dorn, J. D., & Greenberg, R. J. (2017) · Investigative Opthalmology & Visual Science · doi:10.1167/iovs.16-20398 · Cited by 32 · see citing works
Chen, S. C., Hallum, L. E., Suaning, G. J., & Lovell, N. H. (2007) · Journal of Neural Engineering · doi:10.1088/1741-2560/4/1/s13 · Cited by 31 · see citing works
Eye Movements: Keeping Vision Stable
Burr, D. C. (2004) · Current Biology · doi:10.1016/j.cub.2004.02.020 · Cited by 29 · see citing works
Perisaccadic Remapping and Rescaling of Visual Responses in Macaque Superior Colliculus
Churan, J., Guitton, D., & Pack, C. C. (2012) · PLoS ONE · doi:10.1371/journal.pone.0052195 · Cited by 28 · see citing works
The Subretinal Implant ALPHA: Implantation and Functional Results
Zrenner, E., Bartz-Schmidt, K. U., Besch, D., Gekeler, F., Koitschev, A., Sachs, H. G., & Stingl, K. (2017) · Artificial Vision · doi:10.1007/978-3-319-41876-6_6 · Cited by 27 · see citing works
Visual Search Training and Obstacle Avoidance in Adults with Visual Impairments
KUYK, T. K., Liu, L., Elliott, J. L., et al. (2010) · Journal of Visual Impairment & Blindness · doi:10.1177/0145482x1010400405 · Cited by 26 · see citing works
Richlan, F., Gagl, B., Schuster, S., et al. (2013) · Frontiers in Systems Neuroscience · doi:10.3389/fnsys.2013.00024 · Cited by 26 · see citing works
Perception during double-step saccades
Zimmermann, E., Morrone, M. C., & Binda, P. (2018) · Scientific Reports · doi:10.1038/s41598-017-18554-w · Cited by 24 · see citing works
Visual mislocalization during saccade sequences
Zimmermann, E., Morrone, M. C., & Burr, D. C. (2014) · Experimental Brain Research · doi:10.1007/s00221-014-4138-z · Cited by 23 · see citing works
Visual Acuity of Simulated Thalamic Visual Prostheses in Normally Sighted Humans
Bourkiza, B., Vurro, M., Jeffries, A. M., & Pezaris, J. S. (2013) · PLoS ONE · doi:10.1371/journal.pone.0073592 · Cited by 23 · see citing works
Self-citationReading with a Simulated 60-Channel Implant
Fornos, A. P., Sommerhalder, J., & Pelizzone, M. (2011) · Frontiers in Neuroscience · doi:10.3389/fnins.2011.00057 · Cited by 22 · see citing works
The Glenn A. Fry Award Lecture 2012
Chung, S. T. L. (2013) · Optometry and Vision Science · doi:10.1097/opx.0b013e318294c2da · Cited by 21 · see citing works
Psychophysics of Prosthetic Vision: I. Visual Scanning and Visual Acuity
Chen, S. C., Hallum, L. E., Suaning, G. J., & Lovell, N. H. (2006) · Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) · doi:10.1109/iembs.2006.260816 · Cited by 21 · see citing works
Active Vision: Microsaccades Direct the Eye to Where It Matters Most
Kagan, I., & Hafed, Z. M. (2013) · Current Biology · doi:10.1016/j.cub.2013.07.038 · Cited by 20 · see citing works
Perceptual learning in a non-human primate model of artificial vision
Killian, N. J., Vurro, M., Keith, S. B., Kyada, M. J., & Pezaris, J. S. (2016) · Scientific Reports · doi:10.1038/srep36329 · Cited by 19 · see citing works
Self-citationImpairment of visual memory for objects in natural scenes by simulated central scotomata
Geringswald, F., Porracin, E., & Pollmann, S. (2016) · Journal of Vision · doi:10.1167/16.2.6 · Cited by 19 · see citing works
[Rehabilitation of lesions in the visual pathways].
Trauzettel-Klosinski, S. (2009) · Klinische Monatsblätter für Augenheilkunde · doi:10.1055/s-0028-1109874 · Cited by 17 · see citing works
Hand-Camera Coordination Varies over Time in Users of the Argus® II Retinal Prosthesis System
Barry, M. P., & Dagnelie, G. (2016) · Frontiers in Systems Neuroscience · doi:10.3389/fnsys.2016.00041 · Cited by 17 · see citing works
Daddaoua, N., Dicke, P. W., & Thier, P. (2014) · Nature Communications · doi:10.1038/ncomms4047 · Cited by 17 · see citing works
A Method for Plotting the Optimum Positions of an Array of Cortical Electrical Phosphenes
Everitt, B. J., & Rushton, D. N. (1978) · Biometrics · doi:10.2307/2530602 · Cited by 15 · see citing works
Central phosphenes in man: A report of three cases
Chapanis, N. P., Uematsu, S., Konigsmark, B. W., & Walker, A. E. (1973) · Neuropsychologia · doi:10.1016/0028-3932(73)90059-6 · Cited by 15 · see citing works
Freedman, D. J. (2004) · Neuron · doi:10.1016/j.neuron.2004.06.010 · Cited by 13 · see citing works
Electronic retinal implant surgery
MacLaren, R. E. (2017) · Eye · doi:10.1038/eye.2016.280 · Cited by 13 · see citing works
Macaque Monkeys Perceive the Flash Lag Illusion
Subramaniyan, M., Ecker, A. S., Berens, P., & Tolias, A. S. (2013) · PLoS ONE · doi:10.1371/journal.pone.0058788 · Cited by 13 · see citing works
Demonstration of an eye-movement-induced visual motion illusion (Filehne illusion) in Rhesus monkeys
Dash, S., Dicke, P. W., Chakraborty, S., Haarmeier, T., & Thier, P. (2009) · Journal of Vision · doi:10.1167/9.9.5 · Cited by 13 · see citing works
Improvement in reading performance through training with simulated thalamic visual prostheses
Rassia, K. E. K., & Pezaris, J. S. (2018) · Scientific Reports · doi:10.1038/s41598-018-31435-0 · Cited by 13 · see citing works
Self-citationProspects and Limitations of Spatial Resolution
Sommerhalder, J., & Fornos, A. P. (2016) · Springer eBooks · doi:10.1007/978-3-319-41876-6_4 · Cited by 11 · see citing works
Thalamic Visual Prosthesis Project
Kyada, M. J., Killian, N. J., & Pezaris, J. S. (2016) · Springer eBooks · doi:10.1007/978-3-319-41876-6_14 · Cited by 10 · see citing works
Self-citationEvans, N. M. (1989) · Eye · doi:10.1038/eye.1989.126 · Cited by 10 · see citing works
A Probabilistic Approach to Receptive Field Mapping in the Frontal Eye Fields
Mayo, J. P., Morrison, R. M., & Smith, M. A. (2016) · Frontiers in Systems Neuroscience · doi:10.3389/fnsys.2016.00025 · Cited by 10 · see citing works
Tehovnik, E. J., & Slocum, W. M. (2009) · European Journal of Neuroscience · doi:10.1111/j.1460-9568.2009.06810.x · Cited by 8 · see citing works
Eye position effects on the remapped memory trace of visual motion in cortical area MST
Inaba, N., & Kawano, K. (2016) · Scientific Reports · doi:10.1038/srep22013 · Cited by 8 · see citing works
Visual memory for objects following foveal vision loss.
Geringswald, F., Herbik, A., Hofmüller, W., Hoffmann, M. B., & Pollmann, S. (2015) · Journal of Experimental Psychology Learning Memory and Cognition · doi:10.1037/xlm0000112 · Cited by 8 · see citing works
Somatosensory Reports from Electrical Stimulation of the Brain during Therapeutic Surgery
Marg, E., & DIERSSEN, G. (1966) · Nature · doi:10.1038/212188a0 · Cited by 6 · see citing works
Flagged first, then by citations
Research works printed but not linked: 2
- Barry, 2016, Hand-camera coordination varies over time in users of the Argus®II retinal prosthesis system., Front. Syst. Neurosci., 10, 10.3389/fnsys.2016.00041 · DOI
- Zhou, 2013, The Argus II retinal prosthesis system: An overview
Cited by
Sorted by citations
Klaib, A. F., Alsrehin, N. O., Melhem, W. Y., et al. (2020) · Expert Systems with Applications · doi:10.1016/j.eswa.2020.114037 · Cited by 265 · see citing works
Gauvain, G., Akolkar, H., Chaffiol, A., Arcizet, F., Khoei, M. A., Desrosiers, M., Jaillard, C., Caplette, R., Marre, O., Bertin, S., et al. (2021) · Communications Biology · doi:10.1038/s42003-020-01594-w · Cited by 131 · see citing works
Contemporary approaches to visual prostheses
Mirochnik, R. M., & Pezaris, J. S. (2019) · Military Medical Research · doi:10.1186/s40779-019-0206-9 · Cited by 58 · see citing works
Self-citationNature inspired nanomaterials, advancements in green synthesis for biological sustainability
Rasool, A., Sri, S., Zulfajri, M., & Krismastuti, F. S. H. (2024) · Inorganic Chemistry Communications · doi:10.1016/j.inoche.2024.112954 · Cited by 44 · see citing works
Oswalt, D. N., Bosking, W. H., Sun, P., Sheth, S. A., Niketeghad, S., Salas, M. A., Patel, U. K., Greenberg, R. J., Dorn, J. D., Pouratian, N., et al. (2021) · Brain stimulation · doi:10.1016/j.brs.2021.08.024 · Cited by 40 · see citing works
van der Grinten, M., de Ruyter van Steveninck, J., Lozano, A., Pijnacker, L., Rueckauer, B., Roelfsema, P., van Gerven, M., van Wezel, R., Güçlü, U., & Güçlütürk, Y. (2024) · eLife · doi:10.7554/elife.85812 · Cited by 39 · see citing works
“Therefore, in prostheses with a head-mounted camera, misalignment between the camera orientation and the pupillary axes can induce localization problems ( Caspi et al., 2018 ; Paraskevoudi and Pezaris, 2018 ; Sabbah et al., 2014 ; Schmidt et al., 1996 ).”
BackgroundAdvanced Circuit and Cellular Imaging Methods in Nonhuman Primates
Macknik, S. L., Alexander, R. G., Caballero, O., Chanovas, J., Nielsen, K. J., Nishimura, N., Schaffer, C. B., Slovin, H., Babayoff, A., Barak, R., et al. (2019) · Journal of Neuroscience · doi:10.1523/jneurosci.1168-19.2019 · Cited by 37 · see citing works
“…naturalistic stimulation when they account for rapidly changing cortical activity and response conditions (Born et al., 2015; Berry et al., 2019; Paraskevoudi and Pezaris, 2019), a successful system might integrate a real-time cortical readout mechanism to continually assess and provide…”
BackgroundCaspi, A., Barry, M. P., Patel, U. K., Salas, M. A., Dorn, J. D., Roy, A., Niketeghad, S., Greenberg, R. J., & Pouratian, N. (2021) · Brain Stimulation · doi:10.1016/j.brs.2021.04.019 · Cited by 32 · see citing works
“Hence it is critical to understand how eye movements affect the percepts elicited from the electrical stimulation of the visual cortices [14].”
Retinal Stimulator ASIC Architecture Based on a Joint Power and Data Optical Link
Lemaire, W., Benhouria, M., Koua, K., Besrour, M., Gauthier, L.-P., Martin-Hardy, G., Rossignol, T., Roy, S., & Fontaine, R. (2021) · IEEE Journal of Solid-State Circuits · doi:10.1109/jssc.2020.3045141 · Cited by 32 · see citing works
Chenais, N. A. L., Leccardi, M. J. I. A., & Ghezzi, D. (2020) · Journal of Neural Engineering · doi:10.1088/1741-2552/abcd6f · Cited by 25 · see citing works
A Comparative Study of YOLO, SSD, Faster R-CNN, and More for Optimized Eye-Gaze Writing
Shobaki, W. A., & Milanova, M. G. (2025) · Sci · doi:10.3390/sci7020047 · Cited by 23 · see citing works
“Overcome the limitations of eye-gaze writing: Eye-tracking technology struggles in low light conditions or when users experience eye fatigue, irritation, excessive head motion, or blinking, affecting accuracy [2].”
Nanoparticle-based optical interfaces for retinal neuromodulation: a review
Stoddart, P. R., Begeng, J. M., Tong, W., Ibbotson, M. R., & Kameneva, T. (2024) · Frontiers in Cellular Neuroscience · doi:10.3389/fncel.2024.1360870 · Cited by 17 · see citing works
“Selective neuromodulation at a cellular level will almost certainly require high accuracy eye tracking (Paraskevoudi and Pezaris, 2019).”
BackgroundParaskevoudi, N., & Pezaris, J. S. (2021) · Scientific Reports · doi:10.1038/s41598-021-86996-4 · Cited by 16 · see citing works
Self-citationAlexander, R. G., Macknik, S. L., & Martínez‐Conde, S. (2020) · Journal of Eye Movement Research · doi:10.16910/jemr.12.6.15 · Cited by 15 · see citing works
“Eye movements, including microsaccades, are critical to designing visual prosthetics that faithfully reproduce natural vision (Macknik et al., 2019; Paraskevoudi & Pezaris, 2019; Troncoso, Macknik, & Martinez-Conde, 2011).”
BackgroundEstimating Phosphene Locations Using Eye Movements of Suprachoroidal Retinal Prosthesis Users
Titchener, S. A., Goossens, J., Kvansakul, J. G. S., Nayagam, D. A. X., Kolic, M., Baglin, E. K., Ayton, L. N., Abbott, C. J., Luu, C. D., Barnes, N. M., et al. (2023) · Translational Vision Science & Technology · doi:10.1167/tvst.12.3.20 · Cited by 15 · see citing works
“Additionally, if eye trackers are implemented into retinal prostheses for naturalistic control of gaze, 45–47 they should target the nonimplanted eye, as this would more closely reflect the intended eye movement.”
The impact of synchronous versus asynchronous electrical stimulation in artificial vision
Moleirinho, S., Whalen, A. J., Fried, S. I., & Pezaris, J. S. (2021) · Journal of Neural Engineering · doi:10.1088/1741-2552/abecf1 · Cited by 14 · see citing works
“…a similar effect with asynchronous, raster scanning stimulation in a visual prosthesis for the same fundamental reason: the slight temporal decoupling of spatial information (where the camera is pointing) from visual information (what it sees) creates visual skew (Paraskevoudi and Pezaris 2019).”
Self-citationThorn, J. T., Chenais, N. A. L., Hinrichs, S., Chatelain, M., & Ghezzi, D. (2022) · Journal of Neural Engineering · doi:10.1088/1741-2552/ac5a5c · Cited by 11 · see citing works
Head and Gaze Behavior in Retinitis Pigmentosa
Titchener, S. A., Ayton, L. N., Abbott, C. J., Fallon, J. B., Shivdasani, M. N., Caruso, E., Sivarajah, P., & Petoe, M. A. (2019) · Investigative Ophthalmology & Visual Science · doi:10.1167/iovs.18-26121 · Cited by 11 · see citing works
Retinal Prosthesis Using Thin-Film Devices on a Transparent Substrate and Wireless Power Transfer
Tomioka, K., Toyoda, K., Ishizaki, T., Noda, T., Ohta, J., & Kimura, M. (2020) · IEEE Transactions on Electron Devices · doi:10.1109/ted.2019.2960295 · Cited by 11 · see citing works
“conventional retinal prostheses require external cameras, and the eyeball direction is different from the view direction [5], [6], although some proposals are presented [7], [8].”
Backgroundde Ruyter van Steveninck, J., Nipshagen, M., van Gerven, M., Güçlü, U., Güçlüturk, Y., & van Wezel, R. (2024) · Journal of Neural Engineering · doi:10.1088/1741-2552/ad357d · Cited by 8 · see citing works
“Gaze-locked phosphene perception has been well-characterized in the prior literature [18–23], and while it is known to cause localization problems [21], it is unclear to which extent these will restrict users in their daily life activities.”
BackgroundResultRassia, K. E. K., Moutoussis, K., & Pezaris, J. S. (2022) · Scientific Reports · doi:10.1038/s41598-022-10719-6 · Cited by 10 · see citing works
Self-citationEye Tracking Methodology for Diagnosing Neurological Diseases: A Survey
Wenjin, L., Zhou, W., Fei, M., et al. (2020) · Chinese Automation Congress · doi:10.1109/cac51589.2020.9326691 · Cited by 5 · see citing works
What it is to see: Artificial vision as constitutive interaction
Erickson-Davis, C. R. (2023) · Ethos · doi:10.1111/etho.12367 · Cited by 5 · see citing works
Modern concepts of bionic vision
Kravchenko, S. V., Сахнов, С. Н., & Myasnikova, V. V. (2022) · Russian Annals of Ophthalmology · doi:10.17116/oftalma202213803195 · Cited by 5 · see citing works
Integrating Eye-Tracking With Cortical Visual Prostheses in Patients Without Eyes: A Case Study
Wacławczyk, D., Soo, L., Ruiz, R. M., Caspi, A., & Fernández, E. (2025) · IEEE Transactions on Neural Systems and Rehabilitation Engineering · doi:10.1109/tnsre.2025.3615286 · Cited by 4 · see citing works
“However, studies have shown that eye fixation directly influences the perceived location of phosphenes, particularly for extraocular visual prostheses [28], [29], [30], [31], [32].”
The Influence of Phosphene Synchrony in Driving Object Binding in a Simulation of Artificial Vision
Meital-Kfir, N., & Pezaris, J. S. (2023) · Investigative Ophthalmology & Visual Science · doi:10.1167/iovs.64.15.5 · Cited by 3 · see citing works
“A temporal delay between the current eye position and the phosphene display evokes transient conflicts between what we see and where we are looking with each eye movement, 26 thereby reducing reading efficiency.”
BackgroundSelf-citationKasowski, J., Varshney, A., Sadeghi, R., & Beyeler, M. (2025) · Journal of Neural Engineering · doi:10.1088/1741-2552/adecc4 · Cited by 3 · see citing works
“The importance of gaze-contingent stimulation is increasingly recognized in the field (Caspi et al 2018, 2021, Paraskevoudi and Pezaris 2019), and future implant systems are expected to incorporate this feature, either via on-chip photodiodes or through external eye-tracking hardware.”
Nejad, A., Küçükoğlu, B., van Steveninck, J. D. R., Bedrossian, S., Heutink, J., de Haan, G. A., Cornelissen, F. W., & van Gerven, M. A. J. (2025) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2025.1549698 · Cited by 2 · see citing works
Enhanced emotion perception for faces behind the observer
Tamura, H., Kobayashi, Y., Nakauchi, S., & Minami, T. (2026) · Cognition · doi:10.1016/j.cognition.2026.106532 · Cited by 2 · see citing works
Rassia, K. E. K., Liapi, L., & Pezaris, J. S. (2026) · Progress in Retinal and Eye Research · doi:10.1016/j.preteyeres.2026.101494 · Cited by 2 · see citing works
Self-citationLemaire, W., Benhouria, M., Koua, K., Tong, W., Martin-Hardy, G., Stamp, M. E. M., Ganesan, K., Gauthier, L.-P., Besrour, M., Ahnood, A., et al. (2024) · IEEE Transactions on Neural Systems and Rehabilitation Engineering · doi:10.1109/tnsre.2024.3516492 · Cited by 1 · see citing works
“The ASIC delivers the stimulation through an ultrananocrystalline diamond substrate with conductive diamond electrodes. considering the rapid eye saccades and frequent eyeglasses displacements [11], [12].”
BackgroundSpatial modulation of facial expression: enhanced recognition of faces behind the observerPreprint
Tamura, H., Kobayashi, Y., Nakauchi, S., et al. (2024) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2024.05.08.593080 · Cited by 1 · see citing works
Kasowski, J., Varshney, A., & Beyeler, M. (2025) · ACM Symposium on Virtual Reality Software and Technology (VRST) · doi:10.1145/3756884.3766003
“This step is critical for reproducing perceptual effects such as fading, streaking, and local adaptation [39, 41]; without it, stimulation would remain fixed to the screen, producing smeared or distorted percepts during eye movements.”
A Treatise on Electrode Carrier Dislocation in Visual Prosthetic Devices
Villarreal, D. L., Zevallos, E. J. C., Perea, A. M., & Krautschneider, W. H. (2021) · Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) · doi:10.1109/embc46164.2021.9629768
van Steveninck, J. D. R., Nipshagen, M., van Gerven, M. A. J., Güçlü, U., Güçlütürk, Y., & Wezel, R. J. A. V. (2023) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2023.09.18.558225
“…by head-steered prosthe-ses is displayed in Figure 1a. Gaze-locked phosphene perception has been well-characterized in the prior literature (18– 23), and while it is known to cause localization problems (21), it is unclear to which extent these will restrict users in their daily life…”
BackgroundResultPerspective Chapter: Bionic Color Theory
Reuter, M., & Ahrens, F. (2023) · IntechOpen eBooks · doi:10.5772/intechopen.1003671
Improvement of dynamic phosphene presentation for a cortical visual prosthesis is task-specific
Wang, H. Z., & Wong, Y. T. (2024) · Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) · doi:10.1109/embc53108.2024.10782366
“Several studies have emphasized the importance of eye movement in visual experiments for prosthetic vision [12, 13].”
Motion perception with visual prostheses
Renshaw, K. T., & Pezaris, J. S. (2026) · Progress in Biomedical Engineering · doi:10.1088/2516-1091/ae46fd
“The integration of gaze position in visual prosthesis either inherently in the design, or by addition of gaze tracking, will improve motion perception in visual prosthesis (Caspi et al 2018, Paraskevoudi and Pezaris 2018, 2021, de Ruyter van Steveninck et al 2024).”
Self-citationRestorative and regenerative therapies for vision loss
Boychev, N., Soucy, J. R., Dang, S. H., Tran, C. T., Malkin, A. G., Yeung, V., Ross, A. E., Hutcheon, A. E. K., & Kanu, L. N. (2026) · Eye · doi:10.1038/s41433-026-04913-3
- Authors
- Paraskevoudi, N., & Pezaris, J. S.
- Affiliations
- Universitat de Barcelona (ES)
- Harvard University (US)
- Corresponding author
- Pezaris, John S.
- Venue
- Frontiers in Systems Neuroscience
- Publisher
- Frontiers Media SA
- Published
- 2019-02-01
- Volume
- 12
- Pages
- 73-73
- ISSN
- 1662-5137 (ISSN-L)
- PMC
- PMC6368147
- OpenAlex
- W2911454160
- Cited by
- 39
- References
- 173
- Citations by year
- 2026: 4 · 2025: 5 · 2024: 7 · 2023: 5 · 2022: 3 · 2021: 7 · 2020: 5 · 2019: 3
- FWCI
- 0.57
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Frontiers in Systems Neuroscience (publishedVersion, cc-by)
- Europe PMC (PubMed Central) (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- Fulbright Foundation in Greece
- William M. Wood Foundation
- National and Kapodistrian University of Athens
- National Eye Institute (R01EY027888)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Visual perception and processing mechanisms
- Life Sciences › Neuroscience › Cellular and Molecular Neuroscience › Neuroscience and Neural Engineering
- Life Sciences › Neuroscience › Cognitive Neuroscience › Tactile and Sensory Interactions
- Keywords
- eye movement compensation, spatial updating, visual prosthetics, artificial vision, eye tracking, blind patients, oculomotor function, visual perception
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review