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The electrodes are selected according to a new penalized signal-to-noise ratio (PSNR) criterion that demotes electrodes from becoming selected if their signals are redundant with previously selected electrodes. It is shown that, using the PSNR, interneurons generating smaller spikes are also selected. We developed a model that aims to evaluate algorithms for electronic depth control, but also generates benchmark data for testing spike sorting and spike detection algorithms. The model comprises a realistic tufted pyramidal cell, non-tufted pyramidal cells and inhibitory interneurons. All neurons are synaptically activated by hundreds of fibers. This arrangement allows the algorithms to be tested in more realistic conditions, including backgrounds of synaptic potentials, varying spike rates with bursting and spike amplitude attenuation. <\/jats:p>","DOI":"10.1142\/s0129065712003055","type":"journal-article","created":{"date-parts":[[2012,1,18]],"date-time":"2012-01-18T10:08:17Z","timestamp":1326881297000},"page":"1-19","source":"Crossref","is-referenced-by-count":28,"title":["ENHANCING THE YIELD OF HIGH-DENSITY ELECTRODE ARRAYS THROUGH AUTOMATED ELECTRODE SELECTION"],"prefix":"10.1142","volume":"22","author":[{"given":"GERT","family":"VAN DIJCK","sequence":"first","affiliation":[{"name":"Computational Neuroscience Research Group, Laboratorium voor Neuro-en Psychofysiologie, Katholieke Universiteit Leuven, Herestraat 49, 3000 Leuven, Belgium"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"KARSTEN","family":"SEIDL","sequence":"additional","affiliation":[{"name":"Microsystem Materials Laboratory, Department of Microsystems Engineering (IMTEK), University of Freiburg, Georges-Koehler-Allee 103, 79110 Freiburg, Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"OLIVER","family":"PAUL","sequence":"additional","affiliation":[{"name":"Microsystem Materials Laboratory, Department of Microsystems Engineering (IMTEK), University of Freiburg, Georges-Koehler-Allee 103, 79110 Freiburg, Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"PATRICK","family":"RUTHER","sequence":"additional","affiliation":[{"name":"Microsystem Materials Laboratory, Department of Microsystems Engineering (IMTEK), University of Freiburg, Georges-Koehler-Allee 103, 79110 Freiburg, Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"MARC M.","family":"VAN HULLE","sequence":"additional","affiliation":[{"name":"Computational Neuroscience Research Group, Laboratorium voor Neuro-en Psychofysiologie, Katholieke Universiteit Leuven, Herestraat 49, 3000 Leuven, Belgium"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"REINOUD","family":"MAEX","sequence":"additional","affiliation":[{"name":"Science and Technology Research Institute, University of Hertfordshire, College Lane, Hatfield AL10 9AB, United Kingdom"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"219","published-online":{"date-parts":[[2012,4,7]]},"reference":[{"key":"rf1","doi-asserted-by":"publisher","DOI":"10.1038\/nn1228"},{"key":"rf2","doi-asserted-by":"publisher","DOI":"10.1038\/nn1233"},{"key":"rf3","doi-asserted-by":"publisher","DOI":"10.1007\/0-387-25858-2_1"},{"key":"rf5","doi-asserted-by":"publisher","DOI":"10.1515\/bmt.2010.014"},{"key":"rf7","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2005.863930"},{"key":"rf8","doi-asserted-by":"publisher","DOI":"10.1016\/j.jneumeth.2010.04.009"},{"key":"rf9","doi-asserted-by":"publisher","DOI":"10.1016\/S0165-0270(01)00426-5"},{"key":"rf10","doi-asserted-by":"publisher","DOI":"10.1152\/jn.00369.2004"},{"key":"rf11","doi-asserted-by":"publisher","DOI":"10.1016\/j.jneumeth.2006.08.009"},{"key":"rf12","first-page":"1","volume":"3","author":"Jackson N.","journal-title":"Front. 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