Capacitive-like photovoltaic epiretinal stimulation enhances and narrows the network-mediated activity of retinal ganglion cells by recruiting the lateral inhibitory network
Open accessAbstract
Photovoltaic retinal prostheses theoretically offer the possibility of stand-alone high-resolution electrical stimulation of the retina. However, achieving focused epiretinal stimulation is particularly challenging because of axonal activation and electrical cell coupling. Recent evidence shows that long electric pulses permit a more focal activation of retinal ganglion cells, and non-rectangular waveforms induce higher network-mediated indirect activity. OBJECTIVE: The role of the pulse shape in focusing the retinal ganglion cell activation and the underlying mechanisms are not yet fully understood. APPROACH: To address this question, we implemented a hybrid ex vivo and in silico approach. We recorded the evoked activity of retinas explanted from retinal degeneration ten mice upon photovoltaic and electrical stimulation with rectangular or non-rectangular capacitive-like voltage pulses. We used a biophysical model to investigate the role of the pulse shape and the pulse duration on the genesis and the extent of the network-mediated activity in retinal ganglion cells. MAIN RESULTS: Altogether, our results suggest that non-rectangular capacitive-like voltage pulses activate more strongly the inner excitatory and inhibitory layers of the retina, when compared to a rectangular stimulation with paired pulse amplitude and duration. This feature leads to an increase of the network-mediated activity and a decrease in the network-mediated electrical receptive field of the stimulated retinal ganglion cell. SIGNIFICANCE: These results demonstrate that recruiting the inner retinal cells with epiretinal stimulation enables us not only to bypass axonal stimulation, but also to obtain a more focal activation due to the natural lateral inhibition. The involvement of the inhibitory feedback from amacrine cells in the genesis of the network-mediated activity represents a novel biological tool with which to confine the response of the retinal ganglion cells. These results support future waveform engineering strategies and offer new perspectives on epiretinal devices to better shape prosthetic perception.
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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 [29]
Using long and non-rectangular pulses mitigates elongated phosphenes by preferentially inducing network-mediated stimulation, resulting in a more localised activation.
“A way to mitigate this phenomenon is to use long and non-rectangular pulses that will preferentially induce network-mediated stimulation, resulting in a more localised activation [29,31].”
From Advances in visual prostheses: engineering and biological challenges (2022) · cites this paper as [29]
Increasing the pulse duration or using non-rectangular pulses facilitates network-mediated stimulation.
“Otherwise, increasing the pulse duration [31] or using non-rectangular pulses [29] facilitates network-mediated stimulation.”
From Advances in visual prostheses: engineering and biological challenges (2022) · cites this paper as [29]
Cites
Hodgkin, A. L., & Huxley, A. F. (1952) · The Journal of Physiology · doi:10.1113/jphysiol.1952.sp004764 · Cited by 23,191 · see citing works
Wong, W. L., Su, X., Li, X., Cheung, C. M. G., Klein, R., Cheng, C., & Wong, T. Y. (2014) · The Lancet Global Health · doi:10.1016/s2214-109x(13)70145-1 · Cited by 5,403 · see citing works
Gabriel, S., Lau, R. W., & Gabriel, C. (1996) · Physics in Medicine and Biology · doi:10.1088/0031-9155/41/11/003 · Cited by 4,175 · see citing works
Neural Stimulation and Recording Electrodes
Cogan, S. F. (2008) · Annual Review of Biomedical Engineering · doi:10.1146/annurev.bioeng.10.061807.160518 · Cited by 2,243 · see citing works
Unsupervised spike detection and sorting with wavelets and superparamagnetic clustering
Quiroga, R. Q., Nadasdy, Z., & Ben-Shaul, Y. (2004) · Neural Computation · doi:10.1162/089976604774201631 · Cited by 2,119 · see citing works
Causes of vision loss worldwide, 1990–2010: a systematic analysis
Bourne, R., Stevens, G. A., White, R. A., Smith, J. L., Flaxman, S. R., Price, H., Jonas, J. B., Keeffe, J. E., Leasher, J. L., Naidoo, K. S., et al. (2013) · The Lancet Global Health · doi:10.1016/s2214-109x(13)70113-x · Cited by 1,834 · see citing works
Neuroscience: Exploring the brain
Wood, I. K. (1996) · Journal of Child and Family Studies · doi:10.1007/bf02234670 · Cited by 1,529 · see citing works
Neuronal Dynamics: From Single Neurons to Networks and Models of Cognition
Gerstner, W., Kistler, W. M., Naud, R., & Paninski, L. (2014) · doi:10.1017/cbo9781107447615 · Cited by 1,515 · 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
Adaptive Exponential Integrate-and-Fire Model as an Effective Description of Neuronal Activity
Brette, R., & Gerstner, W. (2005) · Journal of Neurophysiology · doi:10.1152/jn.00686.2005 · Cited by 1,285 · see citing works
The Neuronal Organization of the Retina
Masland, R. H. (2012) · Neuron · doi:10.1016/j.neuron.2012.10.002 · Cited by 1,155 · 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
Preservation of the Inner Retina in Retinitis Pigmentosa
Santos, A. (1997) · Archives of Ophthalmology · doi:10.1001/archopht.1997.01100150513011 · Cited by 644 · see citing works
Determinants of Voltage Attenuation in Neocortical Pyramidal Neuron Dendrites
Stuart, G. J., & Spruston, N. (1998) · Journal of Neuroscience · doi:10.1523/jneurosci.18-10-03501.1998 · Cited by 527 · see citing works
Gargini, C., Tozzini, E. T., Mazzoni, F., & Strettoi, E. (2006) · The Journal of Comparative Neurology · doi:10.1002/cne.21144 · Cited by 496 · see citing works
(2009) · doi:10.1093/oso/9780195181012.001.0001 · Cited by 479 · see citing works
Nakazawa, T., Nakazawa, C., Matsubara, A., Noda, K., Hisatomi, T., She, H., Michaud, N. A., Hafezi‐Moghadam, A., Miller, J. W., & Benowitz, L. I. (2006) · Journal of Neuroscience · doi:10.1523/jneurosci.2801-06.2006 · Cited by 432 · 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
The Argus® II Retinal Prosthesis System
Luo, Y. H.-L., & da Cruz, L. (2016) · Progress in Retinal and Eye Research · doi:10.1016/j.preteyeres.2015.09.003 · Cited by 351 · 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 341 · 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
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
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
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
Gavish, N., & Promislow, K. (2016) · Physical review. E · doi:10.1103/physreve.94.012611 · Cited by 254 · see citing works
Mazzoni, F., Novelli, E., & Strettoi, E. (2008) · Journal of Neuroscience · doi:10.1523/jneurosci.4968-08.2008 · Cited by 234 · see citing works
Preservation of ganglion cell layer neurons in age-related macular degeneration.
Medeiros, N. E., & Curcio, C. A. (2001) · PubMed · Cited by 224 · see citing works
Architecture of rod and cone circuits to the on-beta ganglion cell
Sterling, P., Freed, M., & Smith, R. (1988) · Journal of Neuroscience · doi:10.1523/jneurosci.08-02-00623.1988 · Cited by 214 · 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
Watson, A. B. (2014) · Journal of Vision · doi:10.1167/14.7.15 · Cited by 197 · see citing works
Retinal Prostheses: Current Clinical Results and Future Needs
Weiland, J. D., Cho, A. K., & Humayun, M. S. (2011) · Ophthalmology · doi:10.1016/j.ophtha.2011.08.042 · Cited by 196 · see citing works
A computational model of electrical stimulation of the retinal ganglion cell
Greenberg, R. J., Velte, T. J., Humayun, M. S., Scarlatis, G. N., & de Juan, E. (1999) · IEEE Transactions on Biomedical Engineering · doi:10.1109/10.759051 · Cited by 185 · 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
Self-citationDowling, J. E. (2012) · Harvard University Press eBooks · doi:10.2307/j.ctv31zqj2d · Cited by 167 · see citing works
Energy-efficient waveform shapes for neural stimulation revealed with a genetic algorithm
Wongsarnpigoon, A., & Grill, W. M. (2010) · Journal of Neural Engineering · doi:10.1088/1741-2560/7/4/046009 · Cited by 166 · 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 2× · see citing works
“With epiretinal prostheses, the low visual acuity reported in patients is often associated with the perception of amplitude-dependent elongated phosphenes [18, 19], attributed to the direct depolarization of several axons of passage located between the epiretinal device and the RGC layer [6, 20, 21].”
BackgroundNon-rectangular waveforms for neural stimulation with practical electrodes
Sahin, M., & Tie, Y. (2007) · Journal of Neural Engineering · doi:10.1088/1741-2560/4/3/008 · Cited by 157 · 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
Pennesi, M. E., Michaels, K. V., Magee, S. S., Maricle, A., Davin, S., Garg, A., Gale, M. J., Tu, D. C., Wen, Y., Erker, L. R., et al. (2012) · Investigative Ophthalmology & Visual Science · doi:10.1167/iovs.12-9611 · Cited by 151 · 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
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
Stasheff, S. F., Shankar, M., & Andrews, M. (2011) · Journal of Neurophysiology · doi:10.1152/jn.00704.2010 · Cited by 117 · see citing works
Responses of rabbit retinal ganglion cells to electrical stimulation with an epiretinal electrode
Jensen, R. J., Ziv, O. R., & Rizzo, J. F. (2005) · Journal of Neural Engineering · doi:10.1088/1741-2560/2/1/003 · Cited by 110 · 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
Efficiency Analysis of Waveform Shape for Electrical Excitation of Nerve Fibers
Wongsarnpigoon, A., Woock, J. P., & Grill, W. M. (2010) · IEEE Transactions on Neural Systems and Rehabilitation Engineering · doi:10.1109/tnsre.2010.2047610 · Cited by 104 · see citing works
Dendritic and Synaptic Plasticity of Neurons in the Human Age-Related Macular Degeneration Retina
Sullivan, R., WoldeMussie, E., & Pow, D. V. (2007) · Investigative Ophthalmology & Visual Science · doi:10.1167/iovs.06-1283 · Cited by 103 · see citing works
Differential responses to high-frequency electrical stimulation in ON and OFF retinal ganglion cells
Twyford, P., Cai, C., & Fried, S. I. (2014) · Journal of Neural Engineering · doi:10.1088/1741-2560/11/2/025001 · Cited by 103 · see citing works
Resolution of the epiretinal prosthesis is not limited by electrode size
Behrend, M. R., Ahuja, A. K., Humayun, M. S., Chow, R. H., & Weiland, J. D. (2011) · IEEE Transactions on Neural Systems and Rehabilitation Engineering · doi:10.1109/tnsre.2011.2140132 · Cited by 102 · 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
Antognazza, M. R., Paolo, M. D., Ghezzi, D., Mete, M., Marco, S. D., Maya‐Vetencourt, J. F., Maccarone, R., Desii, A., Fonzo, F. D., Bramini, M., et al. (2016) · Advanced Healthcare Materials · doi:10.1002/adhm.201600318 · Cited by 89 · see citing works
Im, M., & Fried, S. I. (2015) · The Journal of Physiology · doi:10.1113/jp270606 · Cited by 86 · see citing works
Retinal prostheses: progress toward the next generation implants
Ghezzi, D. (2015) · Frontiers in Neuroscience · doi:10.3389/fnins.2015.00290 · Cited by 83 · 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
Cellular Origin of Spontaneous Ganglion Cell Spike Activity in Animal Models of Retinitis Pigmentosa
Margolis, D. J., & Detwiler, P. B. (2010) · Journal of Ophthalmology · doi:10.1155/2011/507037 · Cited by 78 · see citing works
Retinal prosthesis phosphene shape analysis
Nanduri, D., Humayun, M. S., Greenberg, R. J., McMahon, M. J., & Weiland, J. D. (2008) · 2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society · doi:10.1109/iembs.2008.4649524 · Cited by 74 · see citing works
Ferlauto, L., D’Angelo, A. N., Vagni, P., Airaghi Leccardi, M. J. I., Mor, F. M., Cuttaz, E. A., Heuschkel, M. O., Stoppini, L., & Ghezzi, D. (2018) · Frontiers in Neuroscience · doi:10.3389/fnins.2018.00648 · Cited by 74 · 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
Fornos, A. P., Sommerhalder, J., Rappaz, B., Safran, A. B., & Pelizzone, M. (2005) · Investigative Ophthalmology & Visual Science · doi:10.1167/iovs.04-1173 · Cited by 69 · see citing works
The Extracellular Electrical Resistivity in Cell Adhesion
Gleixner, R. J., & Fromherz, P. (2006) · Biophysical Journal · doi:10.1529/biophysj.105.072587 · Cited by 65 · 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
Tsai, D., Chen, S. C., Protti, D. A., Morley, J. W., Suaning, G. J., & Lovell, N. H. (2012) · PLoS ONE · doi:10.1371/journal.pone.0053357 · Cited by 56 · 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
Temperature Effects on Conductivity of Seawater and Physiologic Saline, Mechanism and Significance
(2015) · Chemical Sciences Journal · doi:10.4172/2150-3494.1000109 · Cited by 53 · see citing works
Gǐrtan, M. (2012) · Organic Electronics · doi:10.1016/j.orgel.2012.10.023 · Cited by 52 · see citing works
Goo, Y. S., Park, D. J., Ahn, J. R., & Senok, S. S. (2016) · Frontiers in Cellular Neuroscience · doi:10.3389/fncel.2015.00512 · Cited by 47 · see citing works
Arshi, N., Lu, J., Lee, C. G., Yoon, J. H., Koo, B. H., & Ahmed, F. (2013) · Bulletin of Materials Science · doi:10.1007/s12034-013-0552-2 · Cited by 44 · see citing works
Ferguson, L. R., Grover, S., Dominguez, J. M., Balaiya, S., & Chalam, K. V. (2014) · PLoS ONE · doi:10.1371/journal.pone.0111203 · Cited by 43 · see citing works
Shedding Light on Living Cells
Antognazza, M. R., Martino, N., Ghezzi, D., Feyen, P., Colombo, E., Endeman, D., Benfenati, F., & Lanzani, G. (2014) · Advanced Materials · doi:10.1002/adma.201403513 · Cited by 42 · see citing works
Gerstner, W. (2008) · Scholarpedia · doi:10.4249/scholarpedia.1343 · Cited by 40 · 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
Spencer, T. C., Fallon, J. B., Thien, P. C., & Shivdasani, M. N. (2016) · Investigative Opthalmology & Visual Science · doi:10.1167/iovs.16-19325 · Cited by 31 · see citing works
Energy-optimal electrical-stimulation pulses shaped by the least-action principle
Krouchev, N. I., Danner, S. M., Vinet, A., Rattay, F., & Sawan, M. (2014) · PLoS ONE · doi:10.1371/journal.pone.0090480 · Cited by 29 · see citing works
Direct measurement of bipolar cell responses to electrical stimulation in wholemount mouse retina
Walston, S. T., Chow, R. H.-P., & Weiland, J. D. (2018) · Journal of Neural Engineering · doi:10.1088/1741-2552/aab4ed · Cited by 28 · see citing works
Ho, E., Lorach, H., Goetz, G. A., Laszlo, F., Lei, X., Kamins, T. I., Mariani, J.-C. R. P., Sher, A., & Palanker, D. (2018) · Scientific Reports · doi:10.1038/s41598-018-21447-1 · Cited by 28 · see citing works
Esler, T. B., Kerr, R. R., Tahayori, B., Grayden, D. B., Meffin, H., & Burkitt, A. N. (2018) · PLoS ONE · doi:10.1371/journal.pone.0193598 · Cited by 28 · see citing works
Hahne, J., Helias, M., Kunkel, S., Igarashi, J., Bolten, M., Frommer, A., & Diesmann, M. (2015) · Frontiers in Neuroinformatics · doi:10.3389/fninf.2015.00022 · Cited by 26 · see citing works
Changing electrical properties of PEDOT:PSS by incorporating with dimethyl sulfoxide
Lin, Y.-J., Lee, J.-Y., & Chen, S.-M. (2016) · Chemical Physics Letters · doi:10.1016/j.cplett.2016.10.038 · Cited by 25 · see citing works
Petoe, M. A., McCarthy, C. D., Shivdasani, M. N., Sinclair, N. C., Scott, A. F., Ayton, L. N., Barnes, N. M., Guymer, R. H., Allen, P. J., Blamey, P. J., et al. (2017) · Investigative Opthalmology & Visual Science · doi:10.1167/iovs.16-21041 · Cited by 23 · 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
Electrical properties of cell membranes
Niebur, E. (2008) · Scholarpedia · doi:10.4249/scholarpedia.7166 · Cited by 17 · see citing works
PDMS based multielectrode arrays for superior in-vitro retinal stimulation and recording
Biswas, S., Sikdar, D., Das, D., Mahadevappa, M., & Das, S. (2017) · Biomedical Microdevices · doi:10.1007/s10544-017-0221-0 · Cited by 15 · see citing works
Cho, A. K., Sampath, A. P., & Weiland, J. D. (2011) · doi:10.1109/iembs.2011.6090252 · Cited by 13 · see citing works
High‐Frequency Stimulation of Normal and Blind Mouse Retinas Using TiO2 Nanotubes
Ronzani, C., Cottineau, T., González‐Valls, I., Keller, V., Picaud, S. A., Keller, N., & Roux, M. J. (2018) · Advanced Functional Materials · doi:10.1002/adfm.201804639 · Cited by 13 · see citing works
Cantrell, D. R., & Troy, J. B. (2008) · doi:10.1109/iembs.2008.4649776 · Cited by 11 · see citing works
Ionic mechanisms underlying tonic and phasic firing behaviors in retinal ganglion cells
Wang, L., Liang, P.-J., Zhang, P.-M., & Qiu, Y.-H. (2014) · Channels · doi:10.4161/chan.28012 · Cited by 10 · see citing works
Black, D., Salaoru, I., & Paul, S. (2014) · EPJ Photovoltaics · doi:10.1051/epjpv/2014010 · Cited by 4 · see citing works
Connectomics: The dense reconstruction of neuronal circuits using volume electron microscopy
Helmstaedter, M. N. (2013) · Microscopy and Microanalysis · doi:10.1017/s1431927613003991 · Cited by 2 · see citing works
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Self-citationPhotovoltaic organic interface for neuronal stimulation in the near-infrared
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Chiaravalli, G., Manfredi, G., Sacco, R., & Lanzani, G. (2021) · ACS Applied Materials & Interfaces · doi:10.1021/acsami.1c10158 · Cited by 21 · see citing works
Oculomotor Responses to Dynamic Stimuli in a 44-Channel Suprachoroidal Retinal Prosthesis
Titchener, S. A., Kvansakul, J. G. S., Shivdasani, M. N., Fallon, J. B., Nayagam, D. A. X., Epp, S. B., Williams, C. E., Barnes, N. M., Kentler, W. G., Kolic, M., et al. (2020) · Translational Vision Science & Technology · doi:10.1167/tvst.9.13.31 · Cited by 19 · see citing works
Questions about the role of P3HT nanoparticles in retinal stimulation
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Srivastava, S. B., Melikov, R., Yıldız, E., Han, M., Şahin, A., & Nizamoğlu, S. (2020) · Biomedical Optics Express · doi:10.1364/boe.396068 · Cited by 13 · see citing works
Gaillet, V., Borda, E., Zollinger, E. G., & Ghezzi, D. (2021) · Journal of Neural Engineering · doi:10.1088/1741-2552/abf523 · Cited by 10 · see citing works
Self-citationThe role of the visual field size in artificial vision
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Joseph, E., Leonardi, C., Nunzio, L. D., Ucci, M. A., Ciocca, M., Mariani, P., Podapangi, S. K., Castriotta, L. A., Vesce, L., Medaglia, P. G., et al. (2025) · Advanced Materials Technologies · doi:10.1002/admt.202501461 · Cited by 7 · see citing works
Perspectives on non-genetic optoelectronic modulation biointerfaces for advancing healthcare
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Emerging trends in the development of flexible optrode arrays for electrophysiology
Almasri, R. M., Ladouceur, F. J., Mawad, D., Esrafilzadeh, D., Firth, J., Lehmann, T., Poole-Warren, L. A., Lovell, N. H., & Abed, A. A. (2023) · APL Bioengineering · doi:10.1063/5.0153753 · Cited by 7 · see citing works
Photovoltage Generation at p-Type Semiconducting Polymer/Electrolyte Interfaces
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Vėbraitė, I., Bar-Haim, C., David‐Pur, M., & Hanein, Y. (2024) · Frontiers in Neuroscience · doi:10.3389/fnins.2023.1288069 · Cited by 3 · see citing works
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Raghuram, V., Werginz, P., Fried, S. I., & Timko, B. P. (2021) · Advanced NanoBiomed Research · doi:10.1002/anbr.202100069 · Cited by 3 · see citing works
Pratiwi, A. M., Jara-Balsera, J., Guzmán-Miranda, H., Suaning, G. J., & Barriga‐Rivera, A. (2025) · Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) · doi:10.1109/embc58623.2025.11254536 · Cited by 1 · see citing works
Sensory Particles with Optical Telemetry
Ganesan, K., Flores, T. A., Le, B. Q., Muratore, D. G., Patel, N. A., Mitra, S., Murmann, B., & Palanker, D. (2020) · IEEE International Symposium on Circuits and Systems proceedings · doi:10.1109/iscas45731.2020.9180905 · Cited by 1 · see citing works
Tailored polymeric, photovoltaic, and near-infrared-responsive neuroprosthesisPreprint
Leccardi, M. J. I. A., Chenais, N. A. L., Ferlauto, L., Kawecki, M., Zollinger, E. G., & Ghezzi, D. (2020) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2020.01.27.920819 · Cited by 1 · see citing works
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Vėbraitė, I., Bar-Haim, C., David‐Pur, M., & Hanein, Y. (2023) · Research Square · doi:10.21203/rs.3.rs-2850756/v1
Non-genetic Optoelectronic Biointerfaces
Li, P., & Tian, B. (2026) · NATO science for peace and security series. A, Chemistry and biology · doi:10.1007/978-3-032-05246-9_9
- Authors
- Chenais, N. A. L., Leccardi, M. J. I. A., & Ghezzi, D.
- Affiliations
- École Polytechnique Fédérale de Lausanne (CH)
- Corresponding author
- Ghezzi, Diego
- Venue
- Journal of Neural Engineering
- Publisher
- IOP Publishing
- Published
- 2019-10-18
- Volume
- 16
- Issue
- 6
- Pages
- 066009
- ISSN
- 1741-2552 (ISSN-L)
- 1741-2560
- OpenAlex
- W2966178365
- Cited by
- 24
- References
- 89
- Citations by year
- 2026: 1 · 2025: 2 · 2024: 3 · 2023: 3 · 2022: 2 · 2021: 6 · 2020: 7
- FWCI
- 1.79
- Type
- journal article
- Language
- en
- Open access
- green
- infoscience.epfl.ch
- Licence
- Locations
- Journal of Neural Engineering (publishedVersion)
- PubMed (publishedVersion)
- Infoscience (Ecole Polytechnique Fédérale de Lausanne) (submittedVersion, cc-by-nc-nd)
- Funders
- Fondation Pierre Mercier pour la science
- 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
- Life Sciences › Neuroscience › Cellular and Molecular Neuroscience › Photoreceptor and optogenetics research
- Keywords
- epiretinal stimulation, retinal ganglion cells, pulse shape, lateral inhibition, amacrine cells, waveform engineering, retinal degeneration
- MeSH terms
- Animals, Female, Male, Nerve Net, Neural Inhibition, Photic Stimulation, Recruitment, Neurophysiological, Retinal Ganglion Cells, Electric Capacitance, Mice
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