{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,8]],"date-time":"2026-08-08T03:49:34Z","timestamp":1786160974935,"version":"3.56.0"},"reference-count":51,"publisher":"Public Library of Science (PLoS)","issue":"4","license":[{"start":{"date-parts":[[2016,4,1]],"date-time":"2016-04-01T00:00:00Z","timestamp":1459468800000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":["www.ploscompbiol.org"],"crossmark-restriction":false},"short-container-title":["PLoS Comput Biol"],"DOI":"10.1371\/journal.pcbi.1004849","type":"journal-article","created":{"date-parts":[[2016,4,1]],"date-time":"2016-04-01T13:43:35Z","timestamp":1459518215000},"page":"e1004849","update-policy":"https:\/\/doi.org\/10.1371\/journal.pcbi.corrections_policy","source":"Crossref","is-referenced-by-count":37,"title":["A Simple and Accurate Model to Predict Responses to Multi-electrode Stimulation in the Retina"],"prefix":"10.1371","volume":"12","author":[{"given":"Matias I.","family":"Maturana","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Nicholas V.","family":"Apollo","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Alex E.","family":"Hadjinicolaou","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"David J.","family":"Garrett","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Shaun L.","family":"Cloherty","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Tatiana","family":"Kameneva","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"David B.","family":"Grayden","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Michael R.","family":"Ibbotson","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hamish","family":"Meffin","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"340","published-online":{"date-parts":[[2016,4,1]]},"reference":[{"key":"ref1","doi-asserted-by":"crossref","first-page":"906","DOI":"10.1126\/science.aaa5417","article-title":"Decoding motor imagery from the posterior parietal cortex of a tetraplegic human","volume":"348","author":"T Aflalo","year":"2015","journal-title":"Science"},{"key":"ref2","doi-asserted-by":"crossref","first-page":"19","DOI":"10.1016\/j.pneurobio.2014.06.004","article-title":"Functional brain connectivity from EEG in epilepsy: Seizure prediction and epileptogenic focus localization. \u200e","volume":"121","author":"P van Mierlo","year":"2014","journal-title":"Prog Neurobiol"},{"key":"ref3","unstructured":"Grayden DB, Clark GM (2006) Implant design and development. Cochlear implants: a practical guide (Cooper H, Craddock L). pp. 1\u201320."},{"key":"ref4","doi-asserted-by":"crossref","first-page":"33","DOI":"10.1586\/erd.11.58","article-title":"Bionic vision: system architectures\u2013a review","volume":"9","author":"T Guenther","year":"2012","journal-title":"Expert Rev Med Devices"},{"key":"ref5","doi-asserted-by":"crossref","first-page":"51","DOI":"10.1016\/j.brainres.2014.11.020","article-title":"Restoration of vision in blind individuals using bionic devices: A review with a focus on cortical visual prostheses","volume":"1595","author":"PM Lewis","year":"2015","journal-title":"Brain Res"},{"key":"ref6","doi-asserted-by":"crossref","first-page":"265","DOI":"10.1007\/s00384-010-1085-4","article-title":"Posterior tibial nerve stimulation and faecal incontinence: a review","volume":"26","author":"JM Findlay","year":"2011","journal-title":"Int J Colorectal Dis"},{"key":"ref7","article-title":"The vestibular implant: frequency-dependency of the electrically evoked vestibulo-ocular reflex in humans","volume":"8","author":"R Van De Berg","year":"2014","journal-title":"Front Syst Neurosci"},{"key":"ref8","doi-asserted-by":"crossref","first-page":"895","DOI":"10.1586\/17434440.4.6.895","article-title":"What the future holds for deep brain stimulation","volume":"4","author":"AL Benabid","year":"2007","journal-title":"Expert Rev Med Devices"},{"key":"ref9","doi-asserted-by":"crossref","first-page":"046017","DOI":"10.1088\/1741-2560\/8\/4\/046017","article-title":"A cortical neural prosthesis for restoring and enhancing memory","volume":"8","author":"TW Berger","year":"2011","journal-title":"J Neural Eng"},{"key":"ref10","doi-asserted-by":"crossref","first-page":"213","DOI":"10.1142\/S0129065709001975","article-title":"Deep brain stimulation for the treatment of epilepsy","volume":"19","author":"C Hamani","year":"2009","journal-title":"Int J Neural Syst"},{"key":"ref11","doi-asserted-by":"crossref","first-page":"026016","DOI":"10.1088\/1741-2560\/10\/2\/026016","article-title":"Model-based rational feedback controller design for closed-loop deep brain stimulation of Parkinson&apos;s disease","volume":"10","author":"P Gorzelic","year":"2013","journal-title":"J Neural Eng"},{"key":"ref12","doi-asserted-by":"crossref","first-page":"145","DOI":"10.1088\/1741-2560\/3\/2\/009","article-title":"A comparison of optimal MIMO linear and nonlinear models for brain\u2013machine interfaces","volume":"3","author":"S-P Kim","year":"2006","journal-title":"J Neural Eng"},{"key":"ref13","author":"R Plonsey","year":"2007"},{"key":"ref14","doi-asserted-by":"crossref","first-page":"065005","DOI":"10.1088\/1741-2560\/9\/6\/065005","article-title":"Modeling extracellular electrical stimulation: I. Derivation and interpretation of neurite equations","volume":"9","author":"H Meffin","year":"2012","journal-title":"J Neural Eng"},{"key":"ref15","doi-asserted-by":"crossref","first-page":"065004","DOI":"10.1088\/1741-2560\/11\/6\/065004","article-title":"Modelling extracellular electrical stimulation: III. Derivation and interpretation of neural tissue equations","volume":"11","author":"H Meffin","year":"2014","journal-title":"J Neural Eng"},{"key":"ref16","doi-asserted-by":"crossref","first-page":"199","DOI":"10.1080\/713663221","article-title":"A simple white noise analysis of neuronal light responses","volume":"12","author":"E Chichilnisky","year":"2001","journal-title":"Network-Comp Neural"},{"key":"ref17","doi-asserted-by":"crossref","first-page":"4446","DOI":"10.1523\/JNEUROSCI.5138-07.2008","article-title":"High-resolution electrical stimulation of primate retina for epiretinal implant design","volume":"28","author":"C Sekirnjak","year":"2008","journal-title":"J Neurosci"},{"key":"ref18","doi-asserted-by":"crossref","first-page":"109","DOI":"10.1016\/S0925-2312(02)00822-6","article-title":"Biases in white noise analysis due to non-Poisson spike generation","volume":"52","author":"JW Pillow","year":"2003","journal-title":"Neurocomputing"},{"key":"ref19","doi-asserted-by":"crossref","first-page":"995","DOI":"10.1038\/nature07140","article-title":"Spatio-temporal correlations and visual signalling in a complete neuronal population","volume":"454","author":"J Pillow","year":"2008","journal-title":"Nature"},{"key":"ref20","doi-asserted-by":"crossref","first-page":"484","DOI":"10.1167\/6.4.13","article-title":"Spike-triggered neural characterization","volume":"6","author":"O Schwartz","year":"2006","journal-title":"J Vis"},{"key":"ref21","doi-asserted-by":"crossref","first-page":"137","DOI":"10.1007\/s10827-012-0411-y","article-title":"Spike-triggered covariance: geometric proof, symmetry properties, and extension beyond Gaussian stimuli","volume":"34","author":"I Samengo","year":"2013","journal-title":"J Comput Neurosci"},{"key":"ref22","doi-asserted-by":"crossref","first-page":"414","DOI":"10.1167\/6.4.9","article-title":"Dimensionality reduction in neural models: an information-theoretic generalization of spike-triggered average and covariance analysis","volume":"6","author":"JW Pillow","year":"2006","journal-title":"J Vis"},{"key":"ref23","doi-asserted-by":"crossref","first-page":"793","DOI":"10.1016\/j.neucom.2004.01.128","article-title":"Spike-triggered characterization of excitatory and suppressive stimulus dimensions in monkey V1","volume":"58","author":"NC Rust","year":"2004","journal-title":"Neurocomputing"},{"key":"ref24","doi-asserted-by":"crossref","first-page":"945","DOI":"10.1016\/j.neuron.2005.05.021","article-title":"Spatiotemporal elements of macaque v1 receptive fields","volume":"46","author":"NC Rust","year":"2005","journal-title":"Neuron"},{"key":"ref25","doi-asserted-by":"crossref","first-page":"10811","DOI":"10.1523\/JNEUROSCI.22-24-10811.2002","article-title":"Isolation of relevant visual features from random stimuli for cortical complex cells","volume":"22","author":"J Touryan","year":"2002","journal-title":"J Neurosci"},{"key":"ref26","doi-asserted-by":"crossref","first-page":"2778","DOI":"10.1152\/jn.00551.2010","article-title":"Selective activation of neuronal targets with sinusoidal electric stimulation","volume":"104","author":"DK Freeman","year":"2010","journal-title":"J Neurophysiol"},{"key":"ref27","doi-asserted-by":"crossref","first-page":"463","DOI":"10.1007\/s10827-015-0549-5","article-title":"Spike history neural response model","volume":"38","author":"T Kameneva","year":"2015","journal-title":"J Comput Neurosci"},{"key":"ref28","doi-asserted-by":"crossref","first-page":"036002","DOI":"10.1088\/1741-2560\/10\/3\/036002","article-title":"Model-based analysis of multiple electrode array stimulation for epiretinal visual prostheses","volume":"10","author":"JK Mueller","year":"2013","journal-title":"J Neural Eng"},{"key":"ref29","doi-asserted-by":"crossref","first-page":"309","DOI":"10.1002\/(SICI)1096-9861(19970825)385:2<309::AID-CNE9>3.0.CO;2-5","article-title":"Retinal ganglion cells in the albino rat: revised morphological classification","volume":"385","author":"KR Huxlin","year":"1997","journal-title":"J Comp Neurol"},{"key":"ref30","doi-asserted-by":"crossref","first-page":"483","DOI":"10.1017\/S0952523802194107","article-title":"Large-scale morophological survey of rat retinal ganglion cells","volume":"19","author":"W Sun","year":"2002","journal-title":"Vis Neurosci"},{"key":"ref31","doi-asserted-by":"crossref","first-page":"1101","DOI":"10.1016\/0306-4522(84)90006-X","article-title":"Retinal ganglion cells that project to the dorsal lateral geniculate nucleus in the macaque monkey","volume":"12","author":"V Perry","year":"1984","journal-title":"Neuroscience"},{"key":"ref32","doi-asserted-by":"crossref","first-page":"397","DOI":"10.1113\/jphysiol.1974.sp010616","article-title":"The morphological types of ganglion cells of the domestic cat&apos;s retina","volume":"240","author":"B Boycott","year":"1974","journal-title":"J Physiol"},{"key":"ref33","doi-asserted-by":"crossref","first-page":"447","DOI":"10.1152\/physrev.1991.71.2.447","article-title":"Functional architecture of the mammalian retina","volume":"71","author":"H W\u00e4ssle","year":"1991","journal-title":"Physiol Rev"},{"key":"ref34","doi-asserted-by":"crossref","first-page":"85","DOI":"10.1007\/BF00656997","article-title":"Improved patch-clamp techniques for high-resolution current recording from cells and cell-free membrane patches","volume":"391","author":"OP Hamill","year":"1981","journal-title":"Pfl\u00fcgers Archiv"},{"key":"ref35","doi-asserted-by":"crossref","first-page":"787","DOI":"10.1113\/jphysiol.2001.013009","article-title":"Intrinsic physiological properties of cat retinal ganglion cells","volume":"538","author":"BJ O'Brien","year":"2002","journal-title":"J Physiol"},{"key":"ref36","doi-asserted-by":"crossref","first-page":"2008","DOI":"10.1152\/jn.01091.2011","article-title":"Intrinsic physiological properties of rat retinal ganglion cells with a comparative analysis","volume":"108","author":"RC Wong","year":"2012","journal-title":"J Neurophysiol"},{"key":"ref37","doi-asserted-by":"crossref","first-page":"367","DOI":"10.1016\/j.exer.2006.01.012","article-title":"Thresholds for activation of rabbit retinal ganglion cells with a subretinal electrode","volume":"83","author":"RJ Jensen","year":"2006","journal-title":"Exp Eye Res"},{"key":"ref38","doi-asserted-by":"crossref","first-page":"2982","DOI":"10.1152\/jn.00545.2009","article-title":"Direct activation and temporal response properties of rabbit retinal ganglion cells following subretinal stimulation","volume":"102","author":"D Tsai","year":"2009","journal-title":"J Neurophysiol"},{"key":"ref39","doi-asserted-by":"crossref","first-page":"476","DOI":"10.1038\/nm.3851","article-title":"Photovoltaic restoration of sight with high visual acuity","volume":"21","author":"H Lorach","year":"2015","journal-title":"Nature Med"},{"key":"ref40","doi-asserted-by":"crossref","first-page":"203","DOI":"10.1016\/0042-6989(92)90130-B","article-title":"Directionally selective complex cells and the computation of motion energy in cat visual cortex","volume":"32","author":"RC Emerson","year":"1992","journal-title":"Vision Res"},{"key":"ref41","doi-asserted-by":"crossref","first-page":"1276","DOI":"10.1126\/science.175.4027.1276","article-title":"White-noise analysis of a neuron chain: an application of the Wiener theory","volume":"175","author":"PZ Marmarelis","year":"1972","journal-title":"Science"},{"key":"ref42","doi-asserted-by":"crossref","first-page":"941","DOI":"10.1016\/S0006-3495(74)85961-8","article-title":"Squid axon membrane response to white noise stimulation","volume":"14","author":"R Guttman","year":"1974","journal-title":"Biophys J"},{"key":"ref43","doi-asserted-by":"crossref","first-page":"2283","DOI":"10.1523\/JNEUROSCI.18-06-02283.1998","article-title":"Feature extraction by burst-like spike patterns in multiple sensory maps","volume":"18","author":"W Metzner","year":"1998","journal-title":"J Neurosci"},{"key":"ref44","doi-asserted-by":"crossref","first-page":"4871","DOI":"10.1523\/JNEUROSCI.2882-13.2014","article-title":"Spatially patterned electrical stimulation to enhance resolution of retinal prostheses","volume":"34","author":"LH Jepson","year":"2014","journal-title":"J Neurosci"},{"key":"ref45","doi-asserted-by":"crossref","first-page":"275","DOI":"10.1146\/annurev.bioeng.10.061807.160518","article-title":"Neural stimulation and recording electrodes","volume":"10","author":"SF Cogan","year":"2008","journal-title":"Annu Rev Biomed Eng"},{"key":"ref46","doi-asserted-by":"crossref","first-page":"41","DOI":"10.1016\/j.visres.2014.05.005","article-title":"Simultaneous recording of mouse retinal ganglion cells during epiretinal or subretinal stimulation","volume":"101","author":"S Sim","year":"2014","journal-title":"Vis Res"},{"key":"ref47","doi-asserted-by":"crossref","first-page":"3311","DOI":"10.1152\/jn.01168.2005","article-title":"Electrical stimulation of mammalian retinal ganglion cells with multielectrode arrays","volume":"95","author":"C Sekirnjak","year":"2006","journal-title":"J Neurophysiol"},{"key":"ref48","doi-asserted-by":"crossref","first-page":"113","DOI":"10.1016\/S0165-0270(02)00149-8","article-title":"Real-time multi-channel stimulus artifact suppression by local curve fitting","volume":"120","author":"DA Wagenaar","year":"2002","journal-title":"J Neurosci Methods"},{"key":"ref49","doi-asserted-by":"crossref","first-page":"3551","DOI":"10.1002\/adfm.201500110","article-title":"Soft, Flexible Freestanding Neural Stimulation and Recording Electrodes Fabricated from Reduced Graphene Oxide","volume":"25","author":"NV Apollo","year":"2015","journal-title":"Adv Funct Mater"},{"key":"ref50","doi-asserted-by":"crossref","first-page":"69","DOI":"10.1038\/386069a0","article-title":"Adaptation of retinal processing to image contrast and spatial scale","volume":"386","author":"SM Smirnakis","year":"1997","journal-title":"Nature"},{"key":"ref51","doi-asserted-by":"crossref","first-page":"20140208","DOI":"10.1098\/rstb.2014.0208","article-title":"Pulse trains to percepts: the challenge of creating a perceptually intelligible world with sight recovery technologies","volume":"370","author":"I Fine","year":"2015","journal-title":"Phil Trans R Soc B"}],"container-title":["PLOS Computational Biology"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/dx.plos.org\/10.1371\/journal.pcbi.1004849","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,9,6]],"date-time":"2019-09-06T01:28:17Z","timestamp":1567733297000},"score":1,"resource":{"primary":{"URL":"https:\/\/dx.plos.org\/10.1371\/journal.pcbi.1004849"}},"subtitle":[],"editor":[{"given":"Jonathan W.","family":"Pillow","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"editor"}]}],"short-title":[],"issued":{"date-parts":[[2016,4,1]]},"references-count":51,"journal-issue":{"issue":"4","published-online":{"date-parts":[[2016,4,1]]}},"URL":"https:\/\/doi.org\/10.1371\/journal.pcbi.1004849","relation":{},"ISSN":["1553-7358"],"issn-type":[{"value":"1553-7358","type":"electronic"}],"subject":[],"published":{"date-parts":[[2016,4,1]]}}}