{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,4]],"date-time":"2026-02-04T17:38:41Z","timestamp":1770226721433,"version":"3.49.0"},"reference-count":109,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"DOI":"10.13039\/501100000288","name":"Neuro4PD Project through the Royal Society and Newton Fund","doi-asserted-by":"publisher","award":["NAF\\R2\\180773"],"award-info":[{"award-number":["NAF\\R2\\180773"]}],"id":[{"id":"10.13039\/501100000288","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001807","name":"S\u00e3o Paulo Research Foundation","doi-asserted-by":"publisher","award":["2017\/02377-5"],"award-info":[{"award-number":["2017\/02377-5"]}],"id":[{"id":"10.13039\/501100001807","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001807","name":"S\u00e3o Paulo Research Foundation","doi-asserted-by":"publisher","award":["2018\/25902-0"],"award-info":[{"award-number":["2018\/25902-0"]}],"id":[{"id":"10.13039\/501100001807","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001807","name":"Center for Mathematical Sciences Applied to Industry (CeMEAI) through FAPESP","doi-asserted-by":"publisher","award":["2013\/07375-0"],"award-info":[{"award-number":["2013\/07375-0"]}],"id":[{"id":"10.13039\/501100001807","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Robotics Laboratory within the Edinburgh Centre for Robotics"},{"DOI":"10.13039\/100007065","name":"Nvidia Grants Program","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100007065","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Master\u2019s Scholarship through FAPESP","award":["2018\/11075-5"],"award-info":[{"award-number":["2018\/11075-5"]}]},{"name":"CNPq Research Productivity","award":["314231\/2020-0"],"award-info":[{"award-number":["314231\/2020-0"]}]},{"name":"National Institute of Science and Technology through the Program Brain Machine Interface (INCT INCEMAQ) of the National Council for Scientific and Technological Development"},{"DOI":"10.13039\/501100005670","name":"Rio Grande do Norte Research Foundation","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100005670","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100002322","name":"Coordination for the Improvement of Higher Education Personnel","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100002322","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004809","name":"Brazilian Innovation Agency","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100004809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100009950","name":"Ministry of Education","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100009950","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2021]]},"DOI":"10.1109\/access.2021.3108682","type":"journal-article","created":{"date-parts":[[2021,8,30]],"date-time":"2021-08-30T21:09:12Z","timestamp":1630357752000},"page":"122548-122567","source":"Crossref","is-referenced-by-count":14,"title":["A Data-Driven Biophysical Computational Model of Parkinson\u2019s Disease Based on Marmoset Monkeys"],"prefix":"10.1109","volume":"9","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-5680-9085","authenticated-orcid":false,"given":"Caetano M.","family":"Ranieri","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4825-8508","authenticated-orcid":false,"given":"Jhielson M.","family":"Pimentel","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Marcelo R.","family":"Romano","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4488-3063","authenticated-orcid":false,"given":"Leonardo A.","family":"Elias","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9366-2780","authenticated-orcid":false,"given":"Roseli A. F.","family":"Romero","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2745-9896","authenticated-orcid":false,"given":"Michael A.","family":"Lones","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mariana F. P.","family":"Araujo","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3272-2521","authenticated-orcid":false,"given":"Patricia A.","family":"Vargas","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6036-8358","authenticated-orcid":false,"given":"Renan C.","family":"Moioli","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1111\/dgd.12109"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuron.2016.06.014"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1523\/JNEUROSCI.0817-10.2010"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1113\/jphysiol.1952.sp004717"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.3389\/neuro.11.001.2009"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1002\/cne.10165"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2003.820440"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1136\/jnnp-2017-315922"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1111\/j.1460-9568.2012.08085.x"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1523\/JNEUROSCI.3486-06.2006"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.tins.2004.06.003"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1152\/jn.00979.2005"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1152\/jn.00590.2018"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1038\/35094565"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.3389\/fnins.2020.00166"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1088\/1741-2552\/abee50"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.3389\/fnana.2015.00005"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuron.2015.09.034"},{"key":"ref101","doi-asserted-by":"publisher","DOI":"10.1523\/ENEURO.0339-17.2018"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pbio.3000054"},{"key":"ref100","doi-asserted-by":"publisher","DOI":"10.1093\/brain\/awx252"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.clinph.2008.03.017"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1007\/978-94-007-1333-8"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1001\/jamapsychiatry.2015.0483"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.3389\/fncir.2019.00011"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-18830-6_2"},{"key":"ref57","first-page":"69","author":"m\u00fcller","year":"2007","journal-title":"Dynamic Time Warping"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1016\/j.neures.2015.01.008"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejpn.2018.01.005"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuron.2016.03.018"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-49959-8_7"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuron.2019.03.004"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.3389\/fncom.2019.00077"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.3389\/fncom.2017.00079"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.plrev.2018.10.002"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0045421"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1002\/9781118032428"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1046\/j.1469-7580.2000.19640527.x"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2019.2952637"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1038\/srep43176"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.clinph.2005.05.009"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.3389\/fnhum.2015.00630"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1101\/cshperspect.a009621"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1523\/ENEURO.0156-16.2016"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1007\/s10827-013-0476-2"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.3389\/fnbot.2018.00042"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1038\/nrn.2017.75"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1016\/j.cub.2019.07.075"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1007\/s10827-016-0593-9"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.3389\/fnbot.2021.634045"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2005.06.049"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1038\/nrdp.2017.13"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.3389\/fnbot.2021.640449"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-10-8081-4_12"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1038\/nrn2915"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1023\/A:1008202821328"},{"key":"ref75","first-page":"1","article-title":"Unveiling Parkinson’s disease features from a primate model with deep neural networks","author":"ranieri","year":"2020","journal-title":"Proc Int Joint Conf Neural Netw (IJCNN)"},{"key":"ref78","first-page":"3638","article-title":"Evaluation of frequency-dependent effects of deep brain stimulation in a cortex-basal ganglia-thalamus network model of Parkinson’s Disease","author":"romano","year":"2020","journal-title":"Proc 42nd Annu Int Conf IEEE Eng Med Biol Soc (EMBC)"},{"key":"ref79","doi-asserted-by":"publisher","DOI":"10.1016\/0079-6107(89)90004-7"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1016\/j.conb.2019.09.011"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1007\/s11571-020-09653-y"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1016\/S0168-0102(02)00027-5"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.3389\/fninf.2018.00032"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1002\/ana.21481"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.3389\/fncom.2016.00065"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pcbi.1004609"},{"key":"ref67","author":"paxinos","year":"2012","journal-title":"The Marmoset Brain in Stereotaxic Coordinates"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1142\/S0129065720500227"},{"key":"ref2","author":"ashlock","year":"2006","journal-title":"Evolutionary Computation for Modeling and Optimization"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.7551\/mitpress\/3585.001.0001"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.3389\/fpsyg.2018.02509"},{"key":"ref109","doi-asserted-by":"publisher","DOI":"10.1152\/jn.90941.2008"},{"key":"ref95","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-67491-4"},{"key":"ref108","doi-asserted-by":"publisher","DOI":"10.1016\/0169-7439(87)80084-9"},{"key":"ref94","doi-asserted-by":"publisher","DOI":"10.1056\/NEJMicm0810287"},{"key":"ref107","doi-asserted-by":"publisher","DOI":"10.1016\/j.nbd.2016.02.015"},{"key":"ref93","doi-asserted-by":"publisher","DOI":"10.1016\/S0896-6273(00)80821-1"},{"key":"ref106","doi-asserted-by":"publisher","DOI":"10.1523\/JNEUROSCI.0431-18.2018"},{"key":"ref92","doi-asserted-by":"publisher","DOI":"10.1146\/annurev-pathol-011110-130242"},{"key":"ref105","first-page":"1379","article-title":"A comparative study of various clustering algorithms in data mining","volume":"2","author":"verma","year":"2012","journal-title":"International Journal of Applied Engineering Research India"},{"key":"ref91","doi-asserted-by":"publisher","DOI":"10.3389\/fnana.2017.00021"},{"key":"ref104","doi-asserted-by":"publisher","DOI":"10.1016\/j.jtbi.2008.12.018"},{"key":"ref90","doi-asserted-by":"publisher","DOI":"10.1523\/JNEUROSCI.5097-08.2009"},{"key":"ref103","doi-asserted-by":"publisher","DOI":"10.1038\/nrn2774"},{"key":"ref102","article-title":"Causal relations between cortical network oscillations and breathing frequency","author":"tort","year":"2020","journal-title":"BioRxiv"},{"key":"ref98","doi-asserted-by":"publisher","DOI":"10.1016\/j.conb.2014.01.008"},{"key":"ref99","doi-asserted-by":"publisher","DOI":"10.1523\/JNEUROSCI.22-07-02963.2002"},{"key":"ref96","doi-asserted-by":"publisher","DOI":"10.1016\/j.conb.2014.07.008"},{"key":"ref97","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2018.10.003"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.3791\/60240"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuron.2010.09.023"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1038\/nrn3241"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1038\/nature11129"},{"key":"ref14","article-title":"Evolutionary algorithms","author":"corne","year":"2018","journal-title":"Handbook of heuristics"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1038\/nn.3776"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1038\/459492a"},{"key":"ref82","doi-asserted-by":"publisher","DOI":"10.1111\/j.1460-9568.2012.08108.x"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1038\/s41593-018-0236-8"},{"key":"ref81","doi-asserted-by":"publisher","DOI":"10.1023\/B:JCNS.0000025686.47117.67"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1186\/s40035-018-0123-y"},{"key":"ref84","doi-asserted-by":"publisher","DOI":"10.3233\/IDA-2007-11508"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.7554\/eLife.44494"},{"key":"ref83","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuron.2020.05.020"},{"key":"ref80","doi-asserted-by":"publisher","DOI":"10.1016\/0377-0427(87)90125-7"},{"key":"ref89","doi-asserted-by":"publisher","DOI":"10.3389\/fnsys.2013.00122"},{"key":"ref85","doi-asserted-by":"publisher","DOI":"10.3389\/fncom.2018.00077"},{"key":"ref86","doi-asserted-by":"publisher","DOI":"10.1016\/j.bbr.2015.04.037"},{"key":"ref87","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuron.2014.08.061"},{"key":"ref88","doi-asserted-by":"publisher","DOI":"10.1080\/09638288.2016.1207104"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/9312710\/09524925.pdf?arnumber=9524925","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,12,17]],"date-time":"2021-12-17T19:57:42Z","timestamp":1639771062000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9524925\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021]]},"references-count":109,"URL":"https:\/\/doi.org\/10.1109\/access.2021.3108682","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021]]}}}