{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,22]],"date-time":"2025-11-22T11:08:30Z","timestamp":1763809710714},"reference-count":30,"publisher":"MIT Press - Journals","issue":"6","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Neural Computation"],"published-print":{"date-parts":[[2017,6]]},"abstract":"<jats:p> This letter focuses on lag synchronization control analysis for memristor-based coupled neural networks with parameter mismatches. Due to the parameter mismatches, lag complete synchronization in general cannot be achieved. First, based on the [Formula: see text]-measure method, generalized Halanay inequality, together with control algorithms, some sufficient conditions are obtained to ensure that coupled memristor-based neural networks are in a state of lag synchronization with an error. Moreover, the error level is estimated. Second, we show that memristor-based coupled neural networks with parameter mismatches can reach lag complete synchronization under a discontinuous controller. Finally, two examples are given to illustrate the effectiveness of the proposed criteria and well support theoretical results. <\/jats:p>","DOI":"10.1162\/neco_a_00918","type":"journal-article","created":{"date-parts":[[2017,4,14]],"date-time":"2017-04-14T18:47:22Z","timestamp":1492195642000},"page":"1721-1744","source":"Crossref","is-referenced-by-count":18,"title":["Lag Synchronization Criteria for Memristor-Based Coupled Neural Networks via Parameter Mismatches Analysis Approach"],"prefix":"10.1162","volume":"29","author":[{"given":"Ning","family":"Li","sequence":"first","affiliation":[{"name":"College of Mathematics and Information Science, Henan University of Economics and Law, Zhengzhou 450046, Henan, China"}]},{"given":"Jinde","family":"Cao","sequence":"additional","affiliation":[{"name":"School of Mathematics, and Research Center for Complex Systems and Network Sciences Southeast University, Nanjing 210096, China, and Department of Mathematics, Faculty of Science, King Abdulaziz University, Jeddah 21589, Saudi Arabia"}]},{"given":"Ahmed","family":"Alsaedi","sequence":"additional","affiliation":[{"name":"Nonlinear Analysis and Applied Mathematics Research Group, Faculty of Science, King Abdulaziz University, Jeddah 21589, Saudi Arabia"}]},{"given":"Fuad","family":"Alsaadi","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, Faculty of Engineering, King Abdulaziz University, Jeddah 21589, Saudi Arabia"}]}],"member":"281","reference":[{"key":"B1","doi-asserted-by":"publisher","DOI":"10.1007\/s11571-015-9352-2"},{"key":"B2","doi-asserted-by":"publisher","DOI":"10.1109\/TCSI.2014.2359717"},{"key":"B3","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2012.2204770"},{"key":"B4","doi-asserted-by":"publisher","DOI":"10.1016\/j.jfranklin.2015.06.003"},{"key":"B5","doi-asserted-by":"publisher","DOI":"10.1016\/j.amc.2015.08.064"},{"key":"B6","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-012-0954-x"},{"key":"B7","doi-asserted-by":"publisher","DOI":"10.1016\/j.physleta.2004.04.009"},{"key":"B8","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2014.02.003"},{"key":"B9","doi-asserted-by":"publisher","DOI":"10.1109\/TCT.1971.1083337"},{"key":"B10","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2013.08.002"},{"key":"B11","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2013.2280556"},{"key":"B12","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.2014.2343911"},{"key":"B13","doi-asserted-by":"publisher","DOI":"10.1177\/1077546309341601"},{"key":"B14","doi-asserted-by":"publisher","DOI":"10.1007\/s11071-008-9344-4"},{"key":"B15","doi-asserted-by":"publisher","DOI":"10.1109\/TCSI.2010.2096116"},{"key":"B16","doi-asserted-by":"publisher","DOI":"10.1007\/s11071-014-1385-2"},{"key":"B17","doi-asserted-by":"publisher","DOI":"10.1038\/nature06932"},{"key":"B18","doi-asserted-by":"publisher","DOI":"10.1038\/453042a"},{"key":"B19","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2015.09.012"},{"key":"B20","doi-asserted-by":"publisher","DOI":"10.1063\/1.3672409"},{"key":"B21","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2015.2460239"},{"key":"B22","doi-asserted-by":"publisher","DOI":"10.1016\/j.jmaa.2008.05.007"},{"key":"B23","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2014.10.011"},{"key":"B24","doi-asserted-by":"publisher","DOI":"10.1109\/TFUZZ.2013.2294855"},{"key":"B25","doi-asserted-by":"publisher","DOI":"10.1016\/j.cnsns.2012.07.005"},{"key":"B26","doi-asserted-by":"publisher","DOI":"10.1007\/s11571-013-9277-6"},{"key":"B27","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2015.2505903"},{"key":"B28","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2013.04.001"},{"key":"B29","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2014.10.004"},{"key":"B30","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2015.08.063"}],"container-title":["Neural Computation"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.mitpressjournals.org\/doi\/pdf\/10.1162\/NECO_a_00918","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,3,12]],"date-time":"2021-03-12T21:41:40Z","timestamp":1615585300000},"score":1,"resource":{"primary":{"URL":"https:\/\/direct.mit.edu\/neco\/article\/29\/6\/1721-1744\/8272"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,6]]},"references-count":30,"journal-issue":{"issue":"6","published-print":{"date-parts":[[2017,6]]}},"alternative-id":["10.1162\/NECO_a_00918"],"URL":"https:\/\/doi.org\/10.1162\/neco_a_00918","relation":{},"ISSN":["0899-7667","1530-888X"],"issn-type":[{"value":"0899-7667","type":"print"},{"value":"1530-888X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017,6]]}}}