{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,5]],"date-time":"2025-10-05T16:59:49Z","timestamp":1759683589955,"version":"3.37.3"},"reference-count":45,"publisher":"Wiley","license":[{"start":{"date-parts":[[2020,4,14]],"date-time":"2020-04-14T00:00:00Z","timestamp":1586822400000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"name":"Post Doctoral Research Foundation of Jiangsu Province","award":["1701140B","201709"],"award-info":[{"award-number":["1701140B","201709"]}]},{"DOI":"10.13039\/501100008256","name":"Nanjing Tech University","doi-asserted-by":"publisher","award":["1701140B","201709"],"award-info":[{"award-number":["1701140B","201709"]}],"id":[{"id":"10.13039\/501100008256","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004032","name":"Jilin University","doi-asserted-by":"publisher","award":["1701140B","201709"],"award-info":[{"award-number":["1701140B","201709"]}],"id":[{"id":"10.13039\/501100004032","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Complexity"],"published-print":{"date-parts":[[2020,4,14]]},"abstract":"<jats:p>In this study, a closed-loop brain stimulation control system scheme for epilepsy seizure abatement is designed by brain-machine interface (BMI) technique. In the controller design process, the practical parametric uncertainties involving cerebral blood flow, glucose metabolism, blood oxygen level dependence, and electromagnetic disturbances in signal control are considered. An appropriate transformation is introduced to express the system in regular form for design and analysis. Then, sufficient conditions are developed such that the sliding motion is asymptotically stable. Combining Caputo fractional order definition and neural network (NN), a finite time fractional order sliding mode (FFOSM) controller is designed to guarantee reachability of the sliding mode. The stability and reachability analysis of the closed-loop tracking control system gives the guideline of parameter selection, and simulation results based on comprehensive comparisons are carried out to demonstrate the effectiveness of proposed approach.<\/jats:p>","DOI":"10.1155\/2020\/3136715","type":"journal-article","created":{"date-parts":[[2020,4,14]],"date-time":"2020-04-14T23:31:20Z","timestamp":1586907080000},"page":"1-15","source":"Crossref","is-referenced-by-count":4,"title":["A Closed-Loop Brain Stimulation Control System Design Based on Brain-Machine Interface for Epilepsy"],"prefix":"10.1155","volume":"2020","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-6335-6456","authenticated-orcid":true,"given":"Moshu","family":"Qian","sequence":"first","affiliation":[{"name":"College of Electrical Engineering and Control Science, Nanjing Tech University, Nanjing 211816, China"},{"name":"State Key Laboratory of Mechanics and Control of Mechanical Structures, NUAA, Nanjing 210016, China"}]},{"given":"Guanghua","family":"Zhong","sequence":"additional","affiliation":[{"name":"College of Electrical Engineering and Control Science, Nanjing Tech University, Nanjing 211816, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2217-8398","authenticated-orcid":true,"given":"Xinggang","family":"Yan","sequence":"additional","affiliation":[{"name":"Instrumentation and Control Research Group, University of Kent, Canterbury, Kent CT2 7NT, UK"}]},{"given":"Heyuan","family":"Wang","sequence":"additional","affiliation":[{"name":"Department of Neurology, China-Japan Union Hospital of Jilin University, Changchun 130021, China"}]},{"given":"Yang","family":"Cui","sequence":"additional","affiliation":[{"name":"Department of Neurology, China-Japan Union Hospital of Jilin University, Changchun 130021, China"}]}],"member":"311","reference":[{"key":"1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuron.2014.08.038"},{"key":"2","doi-asserted-by":"publisher","DOI":"10.1109\/jproc.2014.2307357"},{"key":"3","doi-asserted-by":"publisher","DOI":"10.1016\/j.nbd.2014.11.025"},{"key":"4","doi-asserted-by":"publisher","DOI":"10.1038\/nature04970"},{"key":"5","doi-asserted-by":"publisher","DOI":"10.1227\/01.neu.0000126872.23715.e5"},{"key":"6","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuron.2006.09.019"},{"key":"7","doi-asserted-by":"publisher","DOI":"10.1038\/srep32814"},{"key":"8","doi-asserted-by":"publisher","DOI":"10.1016\/s1474-4422(19)30321-7"},{"key":"9","doi-asserted-by":"publisher","DOI":"10.1056\/nejmoa1703784"},{"key":"10","doi-asserted-by":"publisher","DOI":"10.1007\/s13273-012-0008-6"},{"key":"11","doi-asserted-by":"publisher","DOI":"10.1186\/2193-1801-3-762"},{"key":"12","doi-asserted-by":"crossref","first-page":"1069","DOI":"10.1111\/j.1528-1167.2009.02397.x","volume":"51","year":"2010","journal-title":"Epilepsia"},{"key":"13","doi-asserted-by":"publisher","DOI":"10.1016\/j.seizure.2006.04.005"},{"key":"14","doi-asserted-by":"publisher","DOI":"10.1111\/epi.13709"},{"year":"2011","key":"15"},{"key":"16","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-017-06684-0"},{"key":"17","doi-asserted-by":"publisher","DOI":"10.1016\/j.suc.2010.04.017"},{"key":"18","doi-asserted-by":"publisher","DOI":"10.1152\/jn.00514.2006"},{"key":"19","doi-asserted-by":"publisher","DOI":"10.1111\/j.1528-1167.2005.463010.x"},{"key":"20","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-019-45639-5"},{"key":"21","doi-asserted-by":"publisher","DOI":"10.1016\/j.chaos.2015.02.014"},{"key":"22","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuron.2011.08.023"},{"key":"23","doi-asserted-by":"publisher","DOI":"10.1016\/j.brs.2016.06.051"},{"key":"24","doi-asserted-by":"publisher","DOI":"10.1126\/science.1223154"},{"key":"25","doi-asserted-by":"publisher","DOI":"10.1038\/ncomms2376"},{"key":"26","doi-asserted-by":"crossref","first-page":"784","DOI":"10.1109\/JPROC.2006.871773","volume":"94","year":"2006","journal-title":"Proceedings of the IEEE"},{"key":"27","doi-asserted-by":"publisher","DOI":"10.1016\/j.jneumeth.2015.03.027"},{"key":"28","doi-asserted-by":"publisher","DOI":"10.1016\/j.brs.2012.05.009"},{"key":"29","doi-asserted-by":"publisher","DOI":"10.1093\/cercor\/bhj072"},{"key":"30","doi-asserted-by":"publisher","DOI":"10.1038\/sj.npp.1300143"},{"key":"31","doi-asserted-by":"crossref","first-page":"27","DOI":"10.1007\/BF00270757","volume":"15","year":"1974","journal-title":"Kybernetik"},{"key":"32","doi-asserted-by":"crossref","first-page":"467","DOI":"10.1016\/j.neuroscience.2004.03.014","volume":"126","year":"2004","journal-title":"Neurosci"},{"key":"33","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0114316"},{"issue":"1","key":"34","first-page":"4442","volume":"27","year":"2019","journal-title":"Turkish Journal of Electrical Engineering and Computer Sciences"},{"key":"35","doi-asserted-by":"crossref","first-page":"31968","DOI":"10.1109\/ACCESS.2018.2846483","volume":"6","year":"2018","journal-title":"IEEE Access"},{"key":"36","doi-asserted-by":"publisher","DOI":"10.1016\/j.automatica.2005.07.001"},{"key":"37","doi-asserted-by":"publisher","DOI":"10.1109\/tie.2019.2902789"},{"key":"38","doi-asserted-by":"publisher","DOI":"10.1109\/tii.2019.2930471"},{"key":"39","doi-asserted-by":"publisher","DOI":"10.1109\/tsmc.2019.2961927"},{"key":"40","doi-asserted-by":"publisher","DOI":"10.1016\/j.jfranklin.2018.01.006"},{"key":"41","doi-asserted-by":"publisher","DOI":"10.1002\/asjc.390"},{"key":"42","doi-asserted-by":"publisher","DOI":"10.1016\/j.jco.2016.02.001"},{"key":"43","doi-asserted-by":"publisher","DOI":"10.1155\/2020\/9823753"},{"key":"44","doi-asserted-by":"publisher","DOI":"10.1016\/s1000-9361(11)60005-8"},{"year":"2017","key":"45"}],"container-title":["Complexity"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/downloads.hindawi.com\/journals\/complexity\/2020\/3136715.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/complexity\/2020\/3136715.xml","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/complexity\/2020\/3136715.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,8,4]],"date-time":"2024-08-04T00:09:40Z","timestamp":1722730180000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.hindawi.com\/journals\/complexity\/2020\/3136715\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,4,14]]},"references-count":45,"alternative-id":["3136715","3136715"],"URL":"https:\/\/doi.org\/10.1155\/2020\/3136715","relation":{},"ISSN":["1076-2787","1099-0526"],"issn-type":[{"type":"print","value":"1076-2787"},{"type":"electronic","value":"1099-0526"}],"subject":[],"published":{"date-parts":[[2020,4,14]]}}}