Selectivity of direct and network-mediated stimulation of the retinal ganglion cells with epi-, sub- and intraretinal electrodes
Open accessAbstract
OBJECTIVE: Intra-retinal placement of stimulating electrodes can provide close and stable proximity to target neurons. We assessed improvement in stimulation thresholds and selectivity of the direct and network-mediated retinal stimulation with intraretinal electrodes, compared to epiretinal and subretinal placements. APPROACH: Stimulation thresholds of the retinal ganglion cells (RGCs) in wild-type rat retina were measured using the patch-clamp technique. Direct and network-mediated responses were discriminated using various synaptic blockers. MAIN RESULTS: Three types of RGC responses were identified: short latency (SL, τ < 5 ms) originating in RGCs, medium latency (ML, 3 < τ < 70 ms) originating in the inner nuclear layer and long latency (LL, τ > 40 ms) originating in photoreceptors. Cathodic epiretinal stimulation exhibited the lowest threshold for direct RGC response and the highest direct selectivity (network/direct thresholds ratio), exceeding a factor of 3 with pulse durations below 0.5 ms. For network-mediated stimulation, the lowest threshold was obtained with anodic pulses in OPL position, and its network selectivity (direct/network thresholds ratio) increased with pulse duration, exceeding a factor of 4 at 10 ms. Latency of all three types of responses decreased with increasing strength of the stimulus. SIGNIFICANCE: These results define the optimal range of pulse durations, pulse polarities and electrode placement for the retinal prostheses aiming at direct or network-mediated stimulation of RGCs.
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?
The device position and the characteristics of the electrical pulses determine which cell population is predominantly activated.
“The device position (epiretinal, subretinal or suprachoroidal) and the characteristics of the electrical pulses (such as duration and waveform) determine which cell population is predominantly activated [28,29].”
From Advances in visual prostheses: engineering and biological challenges (2022) · cites this paper as [28]
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
The metabotropic glutamate receptors: Structure and functions
Pin, J., & Duvoisin, R. M. (1995) · Neuropharmacology · doi:10.1016/0028-3908(94)00129-g · Cited by 2,267 · see citing works
The Major Cell Populations of the Mouse Retina
Jeon, C.-J., Strettoi, E., & Masland, R. H. (1998) · The Journal of Neuroscience · doi:10.1523/jneurosci.18-21-08936.1998 · Cited by 1,429 · see citing works
Age-Related Macular Degeneration and Blindness due to Neovascular Maculopathy
Ferris, F. L., Fine, S., & Hyman, L. (1984) · Archives of Ophthalmology · doi:10.1001/archopht.1984.01040031330019 · Cited by 1,097 · see citing works
Patch Clamp Techniques for Studying Ionic Channels in Excitable Membranes
Sakmann, B. J., & Neher, E. (1984) · Annual Review of Physiology · doi:10.1146/annurev.ph.46.030184.002323 · Cited by 761 · 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
Genetic Reactivation of Cone Photoreceptors Restores Visual Responses in Retinitis Pigmentosa
Busskamp, V., Duebel, J., Bálya, D., Fradot, M., Viney, T. J., Siegert, S., Groner, A. C., Cabuy, E., Forster, V., Seeliger, M. W., et al. (2010) · Science · doi:10.1126/science.1190897 · Cited by 639 · 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
Stone, J. L. (1992) · Archives of Ophthalmology · doi:10.1001/archopht.1992.01080230134038 · Cited by 471 · see citing works
Perspective on Genes and Mutations Causing Retinitis Pigmentosa
Daiger, S. P. (2007) · Archives of Ophthalmology · doi:10.1001/archopht.125.2.151 · Cited by 467 · 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
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
Weiland, J. D., Liu, W., & Humayun, M. S. (2005) · Annual Review of Biomedical Engineering · doi:10.1146/annurev.bioeng.7.060804.100435 · Cited by 371 · see citing works
da Cruz, L., Coley, B. F., Dorn, J., Merlini, F., Filley, E., Christopher, P., Chen, F. K., Wuyyuru, V., Sahel, J., Stanga, P., et al. (2013) · British Journal of Ophthalmology · doi:10.1136/bjophthalmol-2012-301525 · Cited by 359 · see citing works
Electrical Stimulation of Mammalian Retinal Ganglion Cells With Multielectrode Arrays
Sekirnjak, C., Hottowy, P., Sher, A., Dąbrowski, W., Litke, A. M., & Chichilnisky, E. J. (2006) · Journal of Neurophysiology · doi:10.1152/jn.01168.2005 · Cited by 336 · see citing works
Design of a high-resolution optoelectronic retinal prosthesis
Palanker, D., Vankov, A., Huie, P., & Baccus, S. A. (2005) · Journal of Neural Engineering · doi:10.1088/1741-2560/2/1/012 · Cited by 330 · see citing works
Electrical multisite stimulation of the isolated chicken retina
Stett, A., Barth, W., Weiss, S., Haemmerle, H., & Zrenner, E. (2000) · Vision Research · doi:10.1016/s0042-6989(00)00005-5 · Cited by 259 · see citing works
Mazzoni, F., Novelli, E., & Strettoi, E. (2008) · Journal of Neuroscience · doi:10.1523/jneurosci.4968-08.2008 · Cited by 245 · see citing works
Photochemical Restoration of Visual Responses in Blind Mice
Polosukhina, A., Litt, J., Tochitsky, I., Nemargut, J. P., Sychev, Y., Kouchkovsky, I. D., Huang, T., Borges, K., Trauner, D. H., Gelder, R. N. V., et al. (2012) · Neuron · doi:10.1016/j.neuron.2012.05.022 · Cited by 238 · see citing works
A brief review of retinitis pigmentosa and the identified retinitis pigmentosa genes.
PHELAN, J., & Bok, D. (2000) · PubMed · Cited by 229 · see citing works
Fujikado, T., Kamei, M., Sakaguchi, H., Kanda, H., Morimoto, T., Ikuno, Y., Nishida, K., Kishima, H., Maruo, T., Konoma, K., et al. (2011) · Investigative Ophthalmology & Visual Science · doi:10.1167/iovs.10-6836 · Cited by 216 · see citing works
A Method for Generating Precise Temporal Patterns of Retinal Spiking Using Prosthetic Stimulation
Fried, S. I., Hsueh, H.-A., & Werblin, F. S. (2005) · Journal of Neurophysiology · doi:10.1152/jn.00849.2005 · Cited by 212 · see citing works
Axonal Sodium-Channel Bands Shape the Response to Electric Stimulation in Retinal Ganglion Cells
Fried, S. I., Lasker, A., Desai, N. J., Eddington, D. K., & Rizzo, J. F. (2009) · Journal of Neurophysiology · doi:10.1152/jn.91081.2008 · Cited by 206 · see citing works
Weiland, J. D., & Humayun, M. S. (2014) · IEEE Transactions on Biomedical Engineering · doi:10.1109/tbme.2014.2314733 · Cited by 186 · see citing works
Nanduri, D., Fine, I., Horsager, A., Boynton, G. M., Humayun, M. S., Greenberg, R. J., & Weiland, J. D. (2012) · Investigative Opthalmology & Visual Science · doi:10.1167/iovs.11-8401 · Cited by 163 · cited 4× · see citing works
“Keywords: epiretinal, subretinal, intraretinal stimulation, retinal prostheses, stimulation selectivity S Online supplementary data available from stacks.iop.org/JNE/11/026008/mmedia (Some figures may appear in colour only in the online journal)”
BackgroundInfluentialStimulation with a Wireless Intraocular Epiretinal Implant Elicits Visual Percepts in Blind Humans
Klauke, S., Goertz, M., Rein, S., Hoehl, D., Thomas, U., Eckhorn, R., Bremmer, F., & Wächtler, T. (2010) · Investigative Ophthalmology & Visual Science · doi:10.1167/iovs.09-4410 · Cited by 162 · see citing works
Jensen, R. J., Ziv, O. R., & Rizzo, J. F. (2005) · Investigative Opthalmology & Visual Science · doi:10.1167/iovs.04-1018 · Cited by 159 · see citing works
MORPHOMETRIC ANALYSIS OF THE MACULA IN EYES WITH DISCIFORM AGE-RELATED MACULAR DEGENERATION
KIM, S. Y., SADDA, S., PEARLMAN, J., HUMAYUN, M. S., de JUAN, E., MELIA, B. M., & GREEN, W. R. (2002) · Retina · doi:10.1097/00006982-200208000-00012 · Cited by 158 · see citing works
Rizzo, J. F., Wyatt, J. L., Humayun, M. S., de Juan, E., Liu, W., Chow, A. Y., Eckmiller, R., Zrenner, E., Yagi, T., & Abrams, G. W. (2001) · Ophthalmology · doi:10.1016/s0161-6420(00)00430-9 · Cited by 152 · see citing works
Selective Activation of Neuronal Targets With Sinusoidal Electric Stimulation
Freeman, D. K., Eddington, D. K., Rizzo, J. F., & Fried, S. I. (2010) · Journal of Neurophysiology · doi:10.1152/jn.00551.2010 · Cited by 149 · see citing works
Mandel, Y., Goetz, G. A., Lavinsky, D., Huie, P., Mathieson, K., Wang, L., Kamins, T. I., Galambos, L., Manivanh, R. V., Harris, J. S., et al. (2013) · Nature Communications · doi:10.1038/ncomms2980 · Cited by 131 · see citing works
Optoelectronic retinal prosthesis: system design and performance
Loudin, J., Simanovskii, D. M., Vijayraghavan, K., Sramek, C., Butterwick, A., Huie, P., McLean, G. Y., & Palanker, D. (2007) · Journal of Neural Engineering · doi:10.1088/1741-2560/4/1/s09 · Cited by 130 · see citing works
Hadjinicolaou, A. E., Leung, R. T., Garrett, D. J., Ganesan, K., Fox, K. E., Nayagam, D. A. X., Shivdasani, M. N., Hamish Meffin, A., Ibbotson, M. R., Prawer, S., et al. (2012) · Biomaterials · doi:10.1016/j.biomaterials.2012.04.063 · Cited by 124 · see citing works
Factors Affecting Perceptual Threshold in Argus II Retinal Prosthesis Subjects
Ahuja, A. K., Yeoh, J., Dorn, J. D., Caspi, A., Wuyyuru, V., McMahon, M. J., Humayun, M. S., Greenberg, R. J., daCruz, L., & Argus II Study Group (2013) · Translational Vision Science & Technology · doi:10.1167/tvst.2.4.1 · Cited by 123 · see citing works
Holographic optogenetic stimulation of patterned neuronal activity for vision restoration
Reutsky, I., Golan, L., Farah, N., Schejter, A., Tsur, L., Brosh, I., & Shoham, S. (2013) · Nature Communications · doi:10.1038/ncomms2500 · Cited by 119 · see citing works
Variation in the response latency of cat retinal ganglion cells
Levick, W. R. (1973) · Vision Research · doi:10.1016/0042-6989(73)90047-3 · Cited by 118 · see citing works
Eickenscheidt, M., Jenkner, M., Thewes, R., Fromherz, P., & Zeck, G. M. (2012) · Journal of Neurophysiology · doi:10.1152/jn.00909.2011 · Cited by 118 · see citing works
Tsai, D., Morley, J. W., Suaning, G. J., & Lovell, N. H. (2009) · Journal of Neurophysiology · doi:10.1152/jn.00545.2009 · Cited by 108 · 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
Strength–Duration Relationship for Extracellular Neural Stimulation: Numerical and Analytical Models
Boinagrov, D., Loudin, J., & Palanker, D. (2010) · Journal of Neurophysiology · doi:10.1152/jn.00343.2010 · Cited by 96 · see citing works
Response latency of brisk‐sustained (X) and brisk‐transient (Y) cells in the cat retina
Bolz, J., Rosner, G., & Wässle, H. (1982) · The Journal of Physiology · doi:10.1113/jphysiol.1982.sp014258 · Cited by 95 · see citing works
Optogenetic approaches to restoring visual function in retinitis pigmentosa
Busskamp, V., & Roska, B. (2011) · Current Opinion in Neurobiology · doi:10.1016/j.conb.2011.06.001 · Cited by 93 · see citing works
Inner Retinal Mechanisms Engaged by Retinal Electrical Stimulation
Margalit, E., & Thoreson, W. B. (2006) · Investigative Ophthalmology & Visual Science · doi:10.1167/iovs.05-1093 · Cited by 81 · see citing works
Schraermeyer, U., Thumann, G., Luther, T., Kociok, N., Arnhold, S., Kruttwig, K., Andressen, C., Addicks, K., & Bartz‐Schmidt, K. U. (2001) · Cell Transplantation · doi:10.3727/000000001783986215 · Cited by 81 · see citing works
Amplitude and Latency Changes in the Visual Evoked Potential to Different Stimulus Intensities
Connolly, J. F., & Gruzelier, J. H. (1982) · Psychophysiology · doi:10.1111/j.1469-8986.1982.tb02510.x · Cited by 71 · see citing works
Palanker, D., Huie, P., Vankov, A., Aramant, R. B., Seiler, M. J., Fishman, H. A., Marmor, M. F., & Blumenkranz, M. S. (2004) · Investigative Ophthalmology & Visual Science · doi:10.1167/iovs.03-1327 · Cited by 69 · see citing works
Hottowy, P., Skoczeń, A., Gunning, D. E., Kachiguine, S., Mathieson, K., Sher, A., Wiącek, P., Litke, A. M., & Dąbrowski, W. (2012) · Journal of Neural Engineering · doi:10.1088/1741-2560/9/6/066005 · Cited by 67 · see citing works
Dendritic Calcium Signaling in ON and OFF Mouse Retinal Ganglion Cells
Margolis, D. J., Gartland, A. J., Euler, T., & Detwiler, P. B. (2010) · Journal of Neuroscience · doi:10.1523/jneurosci.5694-09.2010 · Cited by 63 · see citing works
Stem Cells as Tools in Regenerative Therapy for Retinal Degeneration
Enzmann, V. (2009) · Archives of Ophthalmology · doi:10.1001/archophthalmol.2009.65 · Cited by 61 · see citing works
Upper threshold of extracellular neural stimulation
Boinagrov, D., Pangratz-Fuehrer, S., Suh, B., Mathieson, K., Naik, N., & Palanker, D. (2012) · Journal of Neurophysiology · doi:10.1152/jn.01058.2011 · Cited by 39 · see citing works
Eickenscheidt, M., & Zeck, G. M. (2014) · Journal of Neural Engineering · doi:10.1088/1741-2560/11/3/036006 · Cited by 29 · see citing works
Diamond penetrating electrode array for Epi-Retinal Prosthesis
Ganesan, K., Stacey, A. D., Hamish Meffin, A., Lichter, S. G., Greferath, U., Fletcher, E. L., & Prawer, S. (2010) · Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) · doi:10.1109/iembs.2010.5626003 · Cited by 20 · see citing works
Ultra-high photosensitivity silicon nanophotonics for retinal prosthesis: Electrical characteristics
Khraiche, M. L., Lo, Y.-H., Wang, D., Cauwenberghs, G., Freeman, W. R., & Silva, G. A. (2011) · Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) · doi:10.1109/iembs.2011.6090807 · Cited by 15 · see citing works
Physiological Response of RD Mouse Retinal Ganglion Cells to Electrical Stimulation
Cho, A., Sampath, A. P., Humayun, M. S., & Weiland, J. D. (2013) · Investigative Ophthalmology & Visual Science · Cited by 1 · see citing works
Flagged first, then by citations
2 of the 56 references couldn’t be matched to a known paper.
Research works printed but not linked: 1
- Gefen R Nano-retina project status Conference presentation on 7th Biennial World Congress on Artificial Vision Detroit, MI 2012
Cited by
Sorted by citations
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 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
An update on retinal prostheses
Ayton, L. N., Barnes, N., Dagnelie, G., Fujikado, T., Goetz, G., Hornig, R., Jones, B. W., Muqit, M. M. K., Rathbun, D. L., Stingl, K., et al. (2020) · Clinical Neurophysiology · doi:10.1016/j.clinph.2019.11.029 · Cited by 223 · see citing works
Advances in retinal prosthesis systems
Bloch, E., Luo, Y., & da Cruz, L. (2019) · Therapeutic Advances in Ophthalmology · doi:10.1177/2515841418817501 · Cited by 201 · see citing works
Design and validation of a foldable and photovoltaic wide-field epiretinal prosthesis
Ferlauto, L., Airaghi Leccardi, M. J. I., Chenais, N. A. L., Gilliéron, S. C. A., Vagni, P., Bevilacqua, M., Wolfensberger, T. J., Sivula, K., & Ghezzi, D. (2018) · Nature Communications · doi:10.1038/s41467-018-03386-7 · Cited by 183 · see citing works
A model of ganglion axon pathways accounts for percepts elicited by retinal implants
Beyeler, M., Nanduri, D., Weiland, J. D., Rokem, A., Boynton, G. M., & Fine, I. (2019) · Scientific Reports · doi:10.1038/s41598-019-45416-4 · Cited by 143 · see citing works
Improving the spatial resolution of epiretinal implants by increasing stimulus pulse duration
Weitz, A. C., Nanduri, D., Behrend, M. R., Gonzalez-Calle, A., Greenberg, R. J., Humayun, M. S., Chow, R. H., & Weiland, J. D. (2015) · Science Translational Medicine · doi:10.1126/scitranslmed.aac4877 · Cited by 154 · see citing works
Radiation Force as a Physical Mechanism for Ultrasonic Neurostimulation of the Ex Vivo Retina
Menz, M. D., Ye, P. P., Firouzi, K., Nikoozadeh, A., Pauly, K. B., Khuri-Yakub, B. T., & Baccus, S. A. (2019) · Journal of Neuroscience · doi:10.1523/jneurosci.2394-18.2019 · Cited by 137 · see citing works
Chenais, N. A. L., Airaghi Leccardi, M. J. I., & Ghezzi, D. (2021) · Communications Materials · doi:10.1038/s43246-021-00133-2 · Cited by 110 · 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
Im, M., & Fried, S. I. (2015) · The Journal of Physiology · doi:10.1113/jp270606 · Cited by 86 · see citing works
Activation of ganglion cells and axon bundles using epiretinal electrical stimulation
Grosberg, L. E., Ganesan, K., Goetz, G. A., Madugula, S. S., Bhaskhar, N., Fan, V., Li, P., Hottowy, P., Dabrowski, W., Sher, A., et al. (2017) · Journal of Neurophysiology · doi:10.1152/jn.00750.2016 · Cited by 70 · see citing works
Electrical Stimulation of the Retina to Produce Artificial Vision
Weiland, J. D., Walston, S. T., & Humayun, M. S. (2016) · Annual Review of Vision Science · doi:10.1146/annurev-vision-111815-114425 · Cited by 85 · see citing works
Lorach, H., Goetz, G. A., Mandel, Y., Lei, X., Kamins, T. I., Mathieson, K., Huie, P., Dalal, R., Harris, J. S., & Palanker, D. (2014) · Vision Research · doi:10.1016/j.visres.2014.09.007 · Cited by 78 · see citing works
Samba, R., Herrmann, T., & Zeck, G. M. (2015) · Journal of Neural Engineering · doi:10.1088/1741-2560/12/1/016014 · Cited by 79 · see citing works
Roh, H., Yoon, Y. J., Park, J. S., Kang, D.-H., Kwak, S. M., Lee, B. C., & Im, M. (2021) · Nano-Micro Letters · doi:10.1007/s40820-021-00778-1 · Cited by 79 · see citing works
Characteristics of prosthetic vision in rats with subretinal flat and pillar electrode arrays
Ho, E., Lei, X., Flores, T., Lorach, H., Huang, T., Galambos, L., Kamins, T., Harris, J., Mathieson, K., & Palanker, D. (2019) · Journal of Neural Engineering · doi:10.1088/1741-2552/ab34b3 · Cited by 65 · see citing works
Spatially selective activation of the visual cortex via intraneural stimulation of the optic nerve
Gaillet, V., Cutrone, A., Artoni, F., Vagni, P., Mega Pratiwi, A., Romero, S. A., Lipucci Di Paola, D., Micera, S., & Ghezzi, D. (2019) · Nature Biomedical Engineering · doi:10.1038/s41551-019-0446-8 · Cited by 73 · see citing works
Stimulation strategies for improving the resolution of retinal prostheses
Tong, W., Meffin, H., Garrett, D. J., & Ibbotson, M. R. (2020) · Frontiers in Neuroscience · doi:10.3389/fnins.2020.00262 · Cited by 66 · see citing works
Behavioural responses to a photovoltaic subretinal prosthesis implanted in non-human primates
Prévot, P.-H., Gehere, K., Arcizet, F., Akolkar, H., Khoei, M. A., Blaize, K., Oubari, O., Daye, P. M., Lanoë, M., Valet, M., et al. (2019) · Nature Biomedical Engineering · doi:10.1038/s41551-019-0484-2 · Cited by 69 · 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
SiC protective coating for photovoltaic retinal prosthesis
Lei, X., Kane, S. R., Cogan, S. F., Lorach, H., Galambos, L., Huie, P., Mathieson, K., Kamins, T. I., Harris, J. S., & Palanker, D. (2016) · Journal of Neural Engineering · doi:10.1088/1741-2560/13/4/046016 · Cited by 64 · see citing works
Im, M., & Fried, S. I. (2016) · Journal of Neural Engineering · doi:10.1088/1741-2560/13/2/025002 · Cited by 65 · see citing works
Photovoltaic Pixels for Neural Stimulation: Circuit Models and Performance
Boinagrov, D., Lei, X., Goetz, G. A., Kamins, T. I., Mathieson, K., Galambos, L., Harris, J. S., & Palanker, D. (2015) · IEEE Transactions on Biomedical Circuits and Systems · doi:10.1109/tbcas.2014.2376528 · Cited by 64 · see citing works
New Vision for Visual Prostheses
Farnum, A., & Pelled, G. (2020) · Frontiers in Neuroscience · doi:10.3389/fnins.2020.00036 · Cited by 58 · see citing works
Spatiotemporal characteristics of retinal response to network-mediated photovoltaic stimulation
Ho, E., Smith, R., Goetz, G. A., Lei, X., Galambos, L., Kamins, T. I., Harris, J. S., Mathieson, K., Palanker, D., & Sher, A. (2017) · Journal of Neurophysiology · doi:10.1152/jn.00872.2016 · Cited by 56 · see citing works
Electric stimulus duration alters network-mediated responses depending on retinal ganglion cell type
Im, M., Werginz, P., & Fried, S. I. (2018) · Journal of Neural Engineering · doi:10.1088/1741-2552/aaadc1 · Cited by 58 · see citing works
Optimization of pillar electrodes in subretinal prosthesis for enhanced proximity to target neurons
Flores, T., Lei, X., Huang, T., Lorach, H., Dalal, R., Galambos, L., Kamins, T., Mathieson, K., & Palanker, D. (2018) · Journal of Neural Engineering · doi:10.1088/1741-2552/aaac39 · Cited by 57 · see citing works
Self-citationThe Retinal Response to Sinusoidal Electrical Stimulation
Twyford, P., & Fried, S. I. (2015) · IEEE Transactions on Neural Systems and Rehabilitation Engineering · doi:10.1109/tnsre.2015.2415811 · Cited by 47 · see citing works
Optimizing the Electrical Stimulation of Retinal Ganglion Cells
Hadjinicolaou, A. E., Savage, C. O., Apollo, N. V., Garrett, D. J., Cloherty, S. L., Ibbotson, M. R., & O’Brien, B. J. (2014) · IEEE Transactions on Neural Systems and Rehabilitation Engineering · doi:10.1109/tnsre.2014.2361900 · Cited by 47 · see citing works
Advances in visual prostheses: engineering and biological challenges
Borda, E., & Ghezzi, D. (2022) · Progress in Biomedical Engineering · doi:10.1088/2516-1091/ac812c · Cited by 44 · see citing works
Electrode-size dependent thresholds in subretinal neuroprosthetic stimulation
Corna, A., Herrmann, T., & Zeck, G. (2018) · Journal of Neural Engineering · doi:10.1088/1741-2552/aac1c8 · Cited by 42 · see citing works
Cho, A., Ratliff, C. P., Sampath, A. P., & Weiland, J. D. (2016) · Journal of Neural Engineering · doi:10.1088/1741-2560/13/2/025001 · Cited by 42 · see citing works
Paraskevoudi, N., & Pezaris, J. S. (2019) · Frontiers in Systems Neuroscience · doi:10.3389/fnsys.2018.00073 · Cited by 39 · see citing works
Lee, J.-I., & Im, M. (2019) · IEEE Transactions on Neural Systems and Rehabilitation Engineering · doi:10.1109/tnsre.2019.2939012 · Cited by 39 · see citing works
Computational challenges and opportunities for a bi-directional artificial retina
Shah, N. P., & Chichilnisky, E. J. (2020) · Journal of Neural Engineering · doi:10.1088/1741-2552/aba8b1 · Cited by 39 · see citing works
Electrical Stimulation of Cells: Drivers, Technology, and Effects
Kadan-Jamal, K., Wronowski, F., Jin, A. T., Naegele, T. E., Montes, V. R., Tao, X., Dominguez‐Alfaro, A., Lee, C., & Malliaras, G. G. (2025) · Chemical Reviews · doi:10.1021/acs.chemrev.4c00468 · Cited by 38 · see citing works
Improved visual acuity using a retinal implant and an optimized stimulation strategy
Tong, W., Stamp, M. E. M., Apollo, N. V., Ganesan, K., Hamish Meffin, A., Prawer, S., Garrett, D. J., & Ibbotson, M. R. (2019) · Journal of Neural Engineering · doi:10.1088/1741-2552/ab5299 · Cited by 38 · see citing works
Tickling the retina: integration of subthreshold electrical pulses can activate retinal neurons
Sekhar, S., Jalligampala, A., Zrenner, E., & Rathbun, D. L. (2016) · Journal of Neural Engineering · doi:10.1088/1741-2560/13/4/046004 · Cited by 37 · see citing works
Differential effect of brief electrical stimulation on voltage-gated potassium channels
Cameron, M. A., Abed, A. A., Buskila, Y., Dokos, S., Lovell, N. H., & Morley, J. W. (2017) · Journal of Neurophysiology · doi:10.1152/jn.00915.2016 · Cited by 37 · see citing works
Prosthetic vision: devices, patient outcomes and retinal research
Hadjinicolaou, A. E., Hamish Meffin, A., Maturana, M. I., Cloherty, S. L., & Ibbotson, M. R. (2015) · Clinical and Experimental Optometry · doi:10.1111/cxo.12342 · Cited by 35 · see citing works
Subretinal electrical stimulation reveals intact network activity in the blind mouse retina
Stutzki, H., Helmhold, F., Eickenscheidt, M., & Zeck, G. M. (2016) · Journal of Neurophysiology · doi:10.1152/jn.01095.2015 · Cited by 34 · see citing works
Progress in artificial vision through suprachoroidal retinal implants
Bareket, L., Barriga‐Rivera, A., Zapf, M. P., Lovell, N. H., & Suaning, G. J. (2017) · Journal of Neural Engineering · doi:10.1088/1741-2552/aa6cbb · Cited by 34 · see citing works
Temporal Neuromodulation of Retinal Ganglion Cells by Low-Frequency Focused Ultrasound Stimulation
Jiang, Q., Li, G., Zhao, H., Sheng, W., Yue, L., Su, M., Weng, S.-J., Chan, L. L.-H., Zhou, Q., Humayun, M. S., et al. (2018) · IEEE Transactions on Neural Systems and Rehabilitation Engineering · doi:10.1109/tnsre.2018.2821194 · Cited by 32 · see citing works
Werginz, P., & Rattay, F. (2016) · Journal of Neural Engineering · doi:10.1088/1741-2560/13/4/046013 · Cited by 31 · see citing works
Creating virtual electrodes with 2D current steering
Spencer, T. C., Fallon, J. B., & Shivdasani, M. N. (2018) · Journal of Neural Engineering · doi:10.1088/1741-2552/aab1b8 · Cited by 31 · see citing works
Jalligampala, A., Sekhar, S., Zrenner, E., & Rathbun, D. L. (2017) · Journal of Neural Engineering · doi:10.1088/1741-2552/14/2/026004 · Cited by 29 · see citing works
Hart, W. L., Richardson, R. T., Kameneva, T., Thompson, A., Wise, A. K., Fallon, J. B., Stoddart, P. R., & Needham, K. (2020) · Journal of Neural Engineering · doi:10.1088/1741-2552/ab6a68 · Cited by 30 · see citing works
Correlated Activity in the Degenerate Retina Inhibits Focal Response to Electrical Stimulation
Ahn, J., Cha, S., Choi, K.-E., Kim, S., Yoo, Y., & Goo, Y. S. (2022) · Frontiers in Cellular Neuroscience · doi:10.3389/fncel.2022.889663 · Cited by 29 · see citing works
Simulation of visual perception and learning with a retinal prosthesis
Golden, J. R., Erickson-Davis, C. R., Cottaris, N. P., Parthasarathy, N., Rieke, F. M., Brainard, D. H., Wandell, B. A., & Chichilnisky, E. J. (2018) · Journal of Neural Engineering · doi:10.1088/1741-2552/aaf270 · Cited by 29 · see citing works
Yoon, Y. J., Lee, J.-I., Jang, Y. J., An, S., Kim, J. H., Fried, S. I., & Im, M. (2020) · IEEE Transactions on Neural Systems and Rehabilitation Engineering · doi:10.1109/tnsre.2020.3003345 · Cited by 29 · see citing works
Chenais, N. A. L., Leccardi, M. J. I. A., & Ghezzi, D. (2019) · Journal of Neural Engineering · doi:10.1088/1741-2552/ab3913 · Cited by 24 · see citing works
Palanker, D. (2020) · Elsevier eBooks · doi:10.1016/b978-0-12-809324-5.24123-0 · Cited by 27 · see citing works
Implications of Neural Plasticity in Retinal Prosthesis
Caravaca-Rodriguez, D., Gaytan, S. P., Suaning, G. J., & Barriga‐Rivera, A. (2022) · Investigative Ophthalmology & Visual Science · doi:10.1167/iovs.63.11.11 · Cited by 27 · see citing works
Lee, J.-I., & Im, M. (2018) · Journal of Neural Engineering · doi:10.1088/1741-2552/aad416 · Cited by 27 · see citing works
Graphene Oxide–Based Nanomaterials: An Insight into Retinal Prosthesis
Yang, J., Yu, Z.-Y., Cheng, S.-J., Chung, J. H.-Y., Liu, X., Wu, C., Lin, S., & Chen, G. (2020) · International Journal of Molecular Sciences · doi:10.3390/ijms21082957 · Cited by 26 · see citing works
Inayat, S., Rountree, C. M., Troy, J. B., & Saggere, L. (2014) · Journal of Neural Engineering · doi:10.1088/1741-2560/12/1/016010 · Cited by 26 · see citing works
Sekhar, S., Jalligampala, A., Zrenner, E., & Rathbun, D. L. (2017) · Journal of Neural Engineering · doi:10.1088/1741-2552/aa722c · Cited by 26 · 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
Yang, C. Y., Tsai, D., Guo, T., Dokos, S., Suaning, G. J., Morley, J. W., & Lovell, N. H. (2018) · Journal of Neural Engineering · doi:10.1088/1741-2552/aac315 · Cited by 25 · see citing works
Neural Responses to Multielectrode Stimulation of Healthy and Degenerate Retina
Halupka, K. J., Abbott, C. J., Wong, Y. T., Cloherty, S. L., Grayden, D. B., Burkitt, A. N., Sergeev, E. N., Luu, C. D., Brandli, A. A., Allen, P. J., et al. (2017) · Investigative Ophthalmology & Visual Science · doi:10.1167/iovs.16-21290 · Cited by 24 · see citing works
Paknahad, J., Loizos, K., Humayun, M. S., & Lazzi, G. (2020) · IEEE Transactions on Neural Systems and Rehabilitation Engineering · doi:10.1109/tnsre.2020.3027560 · Cited by 24 · see citing works
Pixel size limit of the PRIMA implants: from humans to rodents and back
Wang, B.-Y., Chen, Z., Bhuckory, M. B., Goldstein, A. K., & Palanker, D. (2022) · Journal of Neural Engineering · doi:10.1088/1741-2552/ac8e31 · Cited by 24 · see citing works
Aplin, F. P., Fletcher, E. L., Luu, C. D., Vessey, K. A., Allen, P. J., Guymer, R. H., Shepherd, R. K., & Shivdasani, M. N. (2016) · Investigative Ophthalmology & Visual Science · doi:10.1167/iovs.16-19926 · Cited by 24 · see citing works
Goetz, G. A., Smith, R., Lei, X., Galambos, L., Kamins, T. I., Mathieson, K., Sher, A., & Palanker, D. (2015) · Investigative Ophthalmology & Visual Science · doi:10.1167/iovs.15-17566 · Cited by 21 · see citing works
Irregularly timed electrical pulses reduce adaptation of retinal ganglion cells
Soto-Breceda, A., Kameneva, T., Hamish Meffin, A., Maturana, M. I., & Ibbotson, M. R. (2018) · Journal of Neural Engineering · doi:10.1088/1741-2552/aad46e · Cited by 22 · see citing works
A 3D flexible microelectrode array for subretinal stimulation
Seo, H. W., Kim, N., Ahn, J., Cha, S., Goo, Y. S., & Kim, S. (2019) · Journal of Neural Engineering · doi:10.1088/1741-2552/ab36ab · Cited by 22 · see citing works
On optimal coupling of the ‘electronic photoreceptors’ into the degenerate retina
Werginz, P., Wang, B.-Y., Chen, Z., & Palanker, D. (2020) · Journal of Neural Engineering · doi:10.1088/1741-2552/aba0d2 · Cited by 22 · see citing works
Prediction of cortical responses to simultaneous electrical stimulation of the retina
Halupka, K. J., Shivdasani, M. N., Cloherty, S. L., Grayden, D. B., Wong, Y. T., Burkitt, A. N., & Hamish Meffin, A. (2016) · Journal of Neural Engineering · doi:10.1088/1741-2560/14/1/016006 · Cited by 21 · see citing works
Spike-triggered average electrical stimuli as input filters for bionic vision—a perspective
Rathbun, D. L., Ghorbani, N., Shabani, H., Zrenner, E., & Hosseinzadeh, Z. (2018) · Journal of Neural Engineering · doi:10.1088/1741-2552/aae493 · Cited by 20 · see citing works
Interactions of Prosthetic and Natural Vision in Animals With Local Retinal Degeneration
Lorach, H., Lei, X., Galambos, L., Kamins, T. I., Mathieson, K., Dalal, R., Huie, P., Harris, J. S., & Palanker, D. (2015) · Investigative Ophthalmology & Visual Science · doi:10.1167/iovs.15-17521 · Cited by 21 · see citing works
Activity of Retinal Neurons Can Be Modulated by Tunable Near-Infrared Nanoparticle Sensors
Begeng, J. M., Tong, W., del Rosal, B., Ibbotson, M. R., Kameneva, T., & Stoddart, P. R. (2023) · ACS Nano · doi:10.1021/acsnano.2c07663 · Cited by 20 · see citing works
Im, M., & Kim, S. (2020) · Journal of Neural Engineering · doi:10.1088/1741-2552/ab8ca9 · Cited by 20 · see citing works
Upper stimulation threshold for retinal ganglion cell activation
Meng, K., Fellner, A., Rattay, F., Ghezzi, D., Hamish Meffin, A., Ibbotson, M. R., & Kameneva, T. (2018) · Journal of Neural Engineering · doi:10.1088/1741-2552/aabb7d · Cited by 19 · see citing works
Spatially patterned bi-electrode epiretinal stimulation for axon avoidance at cellular resolution
Vilkhu, R. S., Madugula, S. S., Grosberg, L. E., Gogliettino, A. R., Hottowy, P., Dąbrowski, W., Sher, A., Litke, A. M., Mitra, S., & Chichilnisky, E. J. (2021) · Journal of Neural Engineering · doi:10.1088/1741-2552/ac3450 · Cited by 18 · see citing works
Ahn, K. N., Ahn, J. Y., Kim, J.-H., Cho, K.-R., Koo, K.-I., Senok, S. S., & Goo, Y. S. (2015) · Korean Journal of Physiology and Pharmacology · doi:10.4196/kjpp.2015.19.2.167 · Cited by 18 · see citing works
Höfling, L., Oesterle, J., Berens, P., & Zeck, G. M. (2020) · Scientific Reports · doi:10.1038/s41598-020-61899-y · Cited by 18 · see citing works
Long‐term anesthetic protocol in rats: feasibility in electrophysiology studies in visual prosthesis
Barriga‐Rivera, A., Tatarinoff, V., Lovell, N. H., Morley, J. W., & Suaning, G. J. (2017) · Veterinary Ophthalmology · doi:10.1111/vop.12507 · Cited by 17 · see citing works
Electrical receptive fields of retinal ganglion cells: Influence of presynaptic neurons
Maturana, M. I., Apollo, N. V., Garrett, D. J., Kameneva, T., Cloherty, S. L., Grayden, D. B., Burkitt, A. N., Ibbotson, M. R., & Hamish Meffin, A. (2018) · PLoS Computational Biology · doi:10.1371/journal.pcbi.1005997 · Cited by 17 · see citing works
The effect of waveform asymmetry on perception with epiretinal prostheses
Ghaffari, D. H., Finn, K. E., Jeganathan, V. S. E., Patel, U. K., Wuyyuru, V., Roy, A., & Weiland, J. D. (2020) · Journal of Neural Engineering · doi:10.1088/1741-2552/aba07e · Cited by 17 · see citing works
Song, X., Guo, T., Shivdasani, M. N., Dokos, S., Lovell, N. H., Li, X., Qiu, S., Li, T., Zheng, S., & Li, L. (2020) · Journal of Neural Engineering · doi:10.1088/1741-2552/abc3a9 · Cited by 16 · see citing works
Impact of Electrode Position on the Elicitation of Sodium Spikes in Retinal Bipolar Cells
Rattay, F., Bassereh, H., & Fellner, A. (2017) · Scientific Reports · doi:10.1038/s41598-017-17603-8 · Cited by 16 · see citing works
Cha, S., Ahn, J., Jeong, Y., Lee, Y. H., Kim, H. K., Lee, D., Yoo, Y., & Goo, Y. S. (2022) · Frontiers in Cellular Neuroscience · doi:10.3389/fncel.2022.926096 · Cited by 15 · see citing works
Integration of Perforated Subretinal Prostheses With Retinal Tissue
Adekunle, A. N., Adkins, A., Wang, W., Kaplan, H. J., de Castro, J. P. F., Lee, S. J., Huie, P., Palanker, D., McCall, M. A., & Pardue, M. T. (2015) · Translational Vision Science & Technology · doi:10.1167/tvst.4.4.5 · Cited by 15 · see citing works
Fabrication of Subretinal 3D Microelectrodes with Hexagonal Arrangement
Seo, H. W., Kim, N., & Kim, S. (2020) · Micromachines · doi:10.3390/mi11050467 · Cited by 14 · see citing works
A model of ganglion axon pathways accounts for percepts elicited by retinal implants
Beyeler, M., Nanduri, D., Weiland, J. D., Rokem, A., Boynton, G. M., & Fine, I. (2018) · doi:10.1101/453035 · Cited by 13 · see citing works
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
High Resolution Photovoltaic Subretinal Prosthesis for Restoration of Sight
Lorach, H., & Palanker, D. (2016) · Springer eBooks · doi:10.1007/978-3-319-41876-6_9 · Cited by 13 · see citing works
Minimizing iridium oxide electrodes for high visual acuity subretinal stimulation
Damle, S., Carleton, M., Kapogianis, T., Arya, S., Cavichini-Corderio, M., Freeman, W. R., Lo, Y.-H., & Oesch, N. W. (2021) · eNeuro · doi:10.1523/eneuro.0506-20.2021 · Cited by 11 · see citing works
Electrical stimulation of different retinal components and the effect of asymmetric pulses
Raz-Prag, D., Beit-Yaakov, G., & Hanein, Y. (2017) · Journal of Neuroscience Methods · doi:10.1016/j.jneumeth.2017.07.028 · Cited by 11 · see citing works
Choi, M.-H., Ahn, J., Park, D. J., Lee, S., Kim, K., Cho, D., Senok, S. S., Koo, K.-I., & Goo, Y. S. (2017) · Journal of Neural Engineering · doi:10.1088/1741-2552/aa5646 · Cited by 11 · see citing works
Automatic Identification of Axon Bundle Activation for Epiretinal Prosthesis
Tandon, P., Bhaskhar, N., Shah, N. P., Madugula, S. S., Grosberg, L. E., Fan, V. H., Hottowy, P., Sher, A., Litke, A. M., Chichilnisky, E. J., et al. (2021) · IEEE Transactions on Neural Systems and Rehabilitation Engineering · doi:10.1109/tnsre.2021.3128486 · Cited by 11 · see citing works
In vivo feasibility of epiretinal stimulation using ultrananocrystalline diamond electrodes
Shivdasani, M. N., Evans, M., Burns, O., Yeoh, J., Allen, P. J., Nayagam, D. A. X., Villalobos, J., Abbott, C. J., Luu, C. D., Opie, N. L., et al. (2020) · Journal of Neural Engineering · doi:10.1088/1741-2552/aba560 · Cited by 10 · see citing works
Kang, J. H., Jang, Y. J., Kim, T., Lee, B. C., Lee, S. H., & Im, M. (2021) · IEEE Transactions on Neural Systems and Rehabilitation Engineering · doi:10.1109/tnsre.2020.3048973 · Cited by 10 · see citing works
Losing, preserving, and restoring vision from neurodegeneration in the eye
Kerschensteiner, D. (2023) · Current Biology · doi:10.1016/j.cub.2023.08.044 · Cited by 10 · see citing works
Kelbsch, C., Jalligampala, A., Straßer, T., Richter, P., Štingl, K., Braun, C., Rathbun, D. L., Zrenner, E., Wilhelm, H. M., Wilhelm, B., et al. (2018) · Experimental Eye Research · doi:10.1016/j.exer.2018.07.010 · Cited by 10 · see citing works
Implantation and Extraction of Penetrating Electrode Arrays in Minipig Retinas
Chen, J., Poulaki, V., Kim, S.-J., Eldred, W. D., Kane, S. R., Gingerich, M. D., Shire, D. B., Jensen, R. J., DeWalt, G. J., Kaplan, H. J., et al. (2020) · Translational Vision Science & Technology · doi:10.1167/tvst.9.5.19 · Cited by 10 · see citing works
Paknahad, J., Kosta, P., Bouteiller, J. C., Humayun, M. S., & Lazzi, G. (2021) · Journal of Neural Engineering · doi:10.1088/1741-2552/ac3dd8 · Cited by 10 · see citing works
Fabrication and Validation of Sub-Cellular Carbon Fiber Electrodes
Richie, J. M., Letner, J. G., McLane-Svoboda, A. K., Huan, Y., Ghaffari, D. H., della Valle, E., Patel, P. R., Chiel, H. J., Pelled, G., Weiland, J. D., et al. (2024) · IEEE Transactions on Neural Systems and Rehabilitation Engineering · doi:10.1109/tnsre.2024.3360866 · Cited by 9 · see citing works
Electrodeless, Non-Invasive Stimulation of Retinal Neurons Using Time-Varying Magnetic Fields
Shin, J. Y., Ahn, J.-H., Pi, K., Goo, Y. S., & Cho, D. (2016) · IEEE Sensors Journal · doi:10.1109/jsen.2016.2565506 · Cited by 9 · see citing works
- Authors
- Boinagrov, D., Pangratz-Fuehrer, S., Goetz, G., & Palanker, D.
- Affiliations
- Stanford University (US)
- Corresponding author
- Boinagrov, David
- Venue
- Journal of Neural Engineering
- Publisher
- IOP Publishing
- Published
- 2014-03-10
- Volume
- 11
- Issue
- 2
- Pages
- 026008
- ISSN
- 1741-2552 (ISSN-L)
- 1741-2560
- PMC
- PMC4082997
- OpenAlex
- W2058723867
- Cited by
- 146
- References
- 56
- Citations by year
- 2026: 5 · 2025: 9 · 2024: 7 · 2023: 9 · 2022: 10 · 2021: 13 · 2020: 18 · 2019: 15 · 2018: 15 · 2017: 14 · 2016: 14 · 2015: 13 · 2014: 3 · 2013: 1
- FWCI
- 6.70
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- Locations
- Journal of Neural Engineering (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Funders
- Chongqing University
- National Institutes of Health
- National Eye Institute (R01EY018608)
- Topics
- Life Sciences › Neuroscience › Cellular and Molecular Neuroscience › Neuroscience and Neural Engineering
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Retinal Development and Disorders
- Health Sciences › Medicine › Anesthesiology and Pain Medicine › Pain Management and Treatment
- Keywords
- retinal ganglion cells, retinal prosthesis, epiretinal stimulation, subretinal stimulation, stimulation selectivity, stimulation threshold, pulse duration, pulse polarity, inner plexiform layer, photoreceptors, rat retina
- MeSH terms
- Action Potentials, Animals, Electric Stimulation, Electrodes, Implanted, Male, Microelectrodes, Nerve Net, Retinal Ganglion Cells, Rats, Long-Evans, Rats
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