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In this framework, it is essential to have artificial retina systems to be able to function in a way as similar as possible to the biological retinas. This paper proposes an automatic evolutionary multi-objective strategy based on the NSGA-II algorithm for tuning retina models. Four metrics were adopted for guiding the algorithm in the search of those parameters that best approximate a synthetic retinal model output with real electrophysiological recordings. Results show that this procedure exhibits a high flexibility when different trade-offs has to be considered during the design of customized neuro prostheses. <\/jats:p>","DOI":"10.1142\/s0129065716500210","type":"journal-article","created":{"date-parts":[[2016,3,30]],"date-time":"2016-03-30T00:08:42Z","timestamp":1459296522000},"page":"1650021","source":"Crossref","is-referenced-by-count":16,"title":["Automatic Tuning of a Retina Model for a Cortical Visual Neuroprosthesis Using a Multi-Objective Optimization Genetic Algorithm"],"prefix":"10.1142","volume":"26","author":[{"given":"Antonio","family":"Mart\u00ednez-\u00c1lvarez","sequence":"first","affiliation":[{"name":"Department of Computer Technology, University of Alicante, Carretera San Vicente s\/n, Alicante 03690, Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Rub\u00e9n","family":"Crespo-Cano","sequence":"additional","affiliation":[{"name":"Department of Computer Technology, University of Alicante, Carretera San Vicente s\/n, Alicante 03690, Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ariadna","family":"D\u00edaz-Tahoces","sequence":"additional","affiliation":[{"name":"Institute of Bioengineering, University Miguel Hern\u00e1ndez and CIBER BBN, Av. de la Universidad s\/n, Elche (Alicante), 03202, Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sergio","family":"Cuenca-Asensi","sequence":"additional","affiliation":[{"name":"Department of Computer Technology, University of Alicante, Carretera San Vicente s\/n, Alicante 03690, Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jos\u00e9 Manuel","family":"Ferr\u00e1ndez Vicente","sequence":"additional","affiliation":[{"name":"Telecomm School, Universidad Polit\u00e9cnica de Cartagena, Campus Muralla del Mar s\/n, Cartagena (Murcia), 30202, Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Eduardo","family":"Fern\u00e1ndez","sequence":"additional","affiliation":[{"name":"Institute of Bioengineering, University Miguel Hern\u00e1ndez and CIBER BBN, Av. de la Universidad s\/n, Elche (Alicante), 03202, Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"219","published-online":{"date-parts":[[2016,8,24]]},"reference":[{"key":"S0129065716500210BIB001","doi-asserted-by":"publisher","DOI":"10.1142\/S0129065709002002"},{"key":"S0129065716500210BIB002","doi-asserted-by":"publisher","DOI":"10.1088\/1741-2560\/2\/4\/R01"},{"key":"S0129065716500210BIB003","doi-asserted-by":"publisher","DOI":"10.1088\/1741-2560\/6\/3\/035001"},{"key":"S0129065716500210BIB004","doi-asserted-by":"publisher","DOI":"10.1515\/revneuro-2013-0032"},{"key":"S0129065716500210BIB005","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2006.04.017"},{"key":"S0129065716500210BIB007","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2012.07.035"},{"key":"S0129065716500210BIB008","doi-asserted-by":"publisher","DOI":"10.1142\/7311"},{"key":"S0129065716500210BIB009","doi-asserted-by":"publisher","DOI":"10.1016\/j.cviu.2010.01.011"},{"key":"S0129065716500210BIB010","doi-asserted-by":"publisher","DOI":"10.1523\/JNEUROSCI.3726-05.2005"},{"key":"S0129065716500210BIB011","doi-asserted-by":"publisher","DOI":"10.1523\/JNEUROSCI.2782-04.2005"},{"key":"S0129065716500210BIB012","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuron.2011.12.029"},{"key":"S0129065716500210BIB013","doi-asserted-by":"publisher","DOI":"10.1523\/JNEUROSCI.3305-05.2005"},{"key":"S0129065716500210BIB014","doi-asserted-by":"publisher","DOI":"10.1038\/nature07140"},{"key":"S0129065716500210BIB015","first-page":"1440006-1","volume":"24","author":"Zhang G.","year":"2014","journal-title":"Int. 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