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By using the novel fixed point theory of set\u2010valued maps, we establish the existence theorem of equilibrium point. In order to realize the finite\u2010time stabilization, two different kinds of discontinuous state feedback controllers whether including time\u2010varying delay are designed. Based on the extended Filippov framework and two different kinds of methods whether using finite\u2010time stability theory, some novel sufficient conditions and the upper bound of the settling time for finite\u2010time stabilization are proposed. Finally, two numerical examples are given to demonstrate the validity of theoretical results.<\/jats:p>","DOI":"10.1155\/2018\/7160858","type":"journal-article","created":{"date-parts":[[2018,11,26]],"date-time":"2018-11-26T23:31:06Z","timestamp":1543275066000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Finite\u2010Time Stabilization of Memristive Cohen\u2010Grossberg Neural Networks with Time\u2010Varying Delay"],"prefix":"10.1155","volume":"2018","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-2605-7764","authenticated-orcid":false,"given":"Ge","family":"Li","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4715-1669","authenticated-orcid":false,"given":"Yaqiong","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhaohui","family":"Yuan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","published-online":{"date-parts":[[2018,11,26]]},"reference":[{"key":"e_1_2_10_1_2","doi-asserted-by":"publisher","DOI":"10.1109\/TCT.1971.1083337"},{"key":"e_1_2_10_2_2","doi-asserted-by":"publisher","DOI":"10.1038\/nature06932"},{"key":"e_1_2_10_3_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2010.05.001"},{"key":"e_1_2_10_4_2","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2012.2204770"},{"key":"e_1_2_10_5_2","doi-asserted-by":"publisher","DOI":"10.1109\/TNANO.2011.2105887"},{"key":"e_1_2_10_6_2","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2011.2173089"},{"key":"e_1_2_10_7_2","doi-asserted-by":"publisher","DOI":"10.1002\/cplx.21618"},{"key":"e_1_2_10_8_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.amc.2017.05.078"},{"key":"e_1_2_10_9_2","doi-asserted-by":"publisher","DOI":"10.1007\/s11571-014-9312-2"},{"key":"e_1_2_10_10_2","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.2014.2343911"},{"key":"e_1_2_10_11_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2016.08.009"},{"key":"e_1_2_10_12_2","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2018.2839686"},{"key":"e_1_2_10_13_2","doi-asserted-by":"crossref","unstructured":"BhatS. 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