References

Studies describing pulse2percept:

[Beyeler2017]M Beyeler, GM Boynton, I Fine, A Rokem (2017). pulse2percept: A Python-based simulation framework for bionic vision. Proceedings of the 16th Python in Science Conference (SciPy), p.81-88, doi:10.25080/shinma-7f4c6e7-00c.

Studies referenced throughout the Documentation:

[Ahuja2008]AK Ahuja, MR Behrend, M Kuroda, MS Humayun, JD Weiland (2008). An in in vitro model of a retinal prosthesis. IEEE Trans Biomed Eng 55, 1744-1753.
[Beyeler2019]M Beyeler, D Nanduri, JD Weiland, A Rokem, GM Boynton, I Fine (2019). A model of ganglion axon pathways accounts for percepts elicited by retinal implants. Scientific Reports 9(1):9199, doi:10.1038/s41598-019-45416-4.
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[Granley2021]Granley, J., & Beyeler, M. (2021). A Computational Model of Phosphene Appearance for Epiretinal Prostheses. Conference on Engineering in Medicine and Biology, 2021.
[Hayes2003]JS Hayes et al. (2003). Visually guided performance of simple tasks using simulated prosthetic vision. Artificial Organs 27, 1016-1028.
[Horsager2009]A Horsager, SH Greenwald, JD Weiland, MS Humayun, RJ Greenberg, MJ McMahon, GM Boynton, I Fine (2009). Predicting visual sensitivity in retinal prosthesis patients. Investigative Ophthalmology & Visual Science 50(4):1483-1491.
[Jansonius2009]NM Jansonius, J Nevalainen, B Selig, LM Zangwill, PA Sample, WM Budde, JB Jonas, WA Lagreze, PJ Airaksinen, R Vonthein, LA Levin, J Paetzold, U Schiefer (2009). A mathematical description of nerve fiber bundle trajectories and their variability in the human retina. Vision Research 49(17), 2157-63, doi:10.1016/j.visres.2009.04.029.
[Layton2014]LN Ayton, PJ Blamey, RH Guymer, CD Luu, DAX Nayagam, NC Sinclair, MN Shivdasani, J Yeoh, MF McCombe, RJ Briggs, NL Opie, J Villalobos, PN Dimitrov, M Varsamidis, MA Petoe, CD McCarthy, JG Walker, N Barnes, AN Burkitt, CE Williams, RK Shepherd, PJ Allen, for the Bionic Vision Australia Research Consortium (2014). First-in-human trial of a novel suprachoroidal retinal prosthesis. PLoS ONE 9(12): e115239.
[Lorach2015]H Lorach, G Goetz, R Smith, X Lei, Y Mandel, T Kamins, K Mathieson, P Huie, J Harris, A Sher, D Palanker (2015). Photovoltaic restoration of sight with high visual acuity. Nature Medicine 21(5):476-482
[Nanduri2012]D Nanduri, I Fine, A Horsager, GM Boynton, MS Humayun, RJ Greenberg, JD Weiland (2012), Frequency and amplitude modulation have different effects on the percepts elicited by retinal stimulation. Investigative Ophthalmology & Visual Science 53:205-214, doi:10.1167/iovs.11-8401.
[Palanker2020]D Palanker, Y LeMer, S Mohand-Said, M Muqit, JA Sahel (2020). Photovoltaic restoration of central vision in atrophic age-related macular degeneration. Ophthalmology 1-8
[Stingl2013]K Stingl, KU Bartz-Schmidt, D Besch, A Braun, A Bruckmann, F Gekeler, U Greppmaier, S Hipp, G Hortdorfer, C Kernstock, A Koitschev, A Kusnyerik, H Sachs, A Schatz, KT Stingl, T Peters, B Wilhelm, E Zrenner (2013). Artificial vision with wirelessly powered subretinal electronic implant alpha-IMS. Proc R Soc B 280:20130077.
[Stingl2017]K Stingl, R Schippert, KU Bartz-Schmidt, D Besch, CL Cottriall, TL Edwards, F Gekeler, U Greppmaier, K Kiel, A Koitschev, L Kuhlewein, RE MacLaren, JD Ramsden, J Roider, A Rothermel, H Sachs, GS Schroder, J Tode, N Troelenberg, E Zrenner (2017). Interim results of a multicenter trial with the new electronic subretinal implant Alpha AMS in 15 patients blind from inherited retinal degenerations. Frontiers in Neuroscience 11:445.
[Thompson2003]RW Thompson Jr, GD Barnett, MS Humayun, G Dagnelie (2003). Facial recognition using simulated prosthetic pixelized vision. Investigative Ophthalmolology & Visual Science 44, 5035-5042.
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[Weitz2015]Weitz, A. C., Nanduri, D., Behrend, M. R., Gonzalez-Calle, A., Greenberg, R. J., Humayun, M. S., … & Weiland, J. D. (2015). Improving the spatial resolution of epiretinal implants by increasing stimulus pulse duration. Science translational medicine, 7(318), 318ra203-318ra203.
[WileyWebster1982]JD Wiley, JG Webster (1982). Analysis and control of the current distribution under circular dispersive electrodes. IEEE Transactions on Biomedical Engineering 5, 381-385.
[Yue2020]L Yue, V Wuyyuru, A Gonzalez-Calle, JD Dorn, MS Humayun (2020). Retina–electrode interface properties and vision restoration by two generations of retinal prostheses in one patient—one in each eye. Journal of Neural Engineering 026020.