{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,22]],"date-time":"2025-11-22T16:58:11Z","timestamp":1763830691617,"version":"3.37.3"},"reference-count":75,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"8","license":[{"start":{"date-parts":[[2016,8,1]],"date-time":"2016-08-01T00:00:00Z","timestamp":1470009600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61473261"],"award-info":[{"award-number":["61473261"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"National Key Basic Research Program of China","award":["2013CB329506"],"award-info":[{"award-number":["2013CB329506"]}]},{"name":"National High Technology Research and Development Program of China","award":["2012AA011602"],"award-info":[{"award-number":["2012AA011602"]}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61305146","31371001","61233015"],"award-info":[{"award-number":["61305146","31371001","61233015"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Zhejiang Provincial International Science and Technology Cooperation Program","award":["2012C24025"],"award-info":[{"award-number":["2012C24025"]}]},{"DOI":"10.13039\/501100004731","name":"Zhejiang Provincial Natural Science Foundation of China","doi-asserted-by":"publisher","award":["LY14F030015","LZ14F020002"],"award-info":[{"award-number":["LY14F030015","LZ14F020002"]}],"id":[{"id":"10.13039\/501100004731","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012226","name":"Fundamental Research Funds for the Central Universities","doi-asserted-by":"crossref","id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"crossref"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Biomed. Eng."],"published-print":{"date-parts":[[2016,8]]},"DOI":"10.1109\/tbme.2015.2500585","type":"journal-article","created":{"date-parts":[[2015,11,13]],"date-time":"2015-11-13T19:40:10Z","timestamp":1447443610000},"page":"1728-1741","source":"Crossref","is-referenced-by-count":15,"title":["Tracking Neural Modulation Depth by Dual Sequential Monte Carlo Estimation on Point Processes for Brain\u2013Machine Interfaces"],"prefix":"10.1109","volume":"63","author":[{"given":"Yiwen","family":"Wang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiwei","family":"She","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yuxi","family":"Liao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hongbao","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Qiaosheng","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shaomin","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiaoxiang","family":"Zheng","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jose","family":"Principe","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1523\/JNEUROSCI.1886-05.2005"},{"key":"ref72","doi-asserted-by":"crossref","first-page":"2676","DOI":"10.1152\/jn.1999.82.5.2676","article-title":"Motor cortical representation of speed and direction during reaching","volume":"82","author":"moran","year":"1999","journal-title":"J Neurophysiol"},{"key":"ref71","doi-asserted-by":"crossref","first-page":"1527","DOI":"10.1523\/JNEUROSCI.02-11-01527.1982","article-title":"On the relations between the direction of two-dimensional arm movements and cell discharge in primate motor cortex","volume":"2","author":"georgopoulos","year":"1982","journal-title":"J Neurosci"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1113\/expphysiol.1917.sp000240"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1152\/jn.00438.2003"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2014.2341275"},{"journal-title":"Characterization of Neural Responses with Stochastic Stimuli The New Cognitive Neurosci","year":"2004","author":"simoncelli","key":"ref75"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1162\/NECO_a_00207"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2008.922679"},{"key":"ref32","first-page":"1489","article-title":"Kernel-ARMA for hand tracking and brain-machine interfacing during 3D motor control","author":"shpigelman","year":"0","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1080\/10556780600881886"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.4028\/www.scientific.net\/AMM.461.654"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1088\/1741-2560\/11\/2\/026001"},{"key":"ref36","first-page":"7100","article-title":"A stabilized dual Kalman filter for adaptive tracking of brain-computer interface decoding parameters","author":"zhang","year":"0","journal-title":"Proc IEEE 35th Annu Int Conf Eng Med Biol Soc"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/IEMBS.2008.4649508"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1038\/nn.3265"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1038\/nn.2455"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1007\/s10827-009-0196-9"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1038\/nature07140"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1080\/713663221"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1126\/science.1070291"},{"key":"ref64","first-page":"327","article-title":"Characterization of neural responses with stochastic stimuli","volume":"3","author":"simoncelli","year":"2004","journal-title":"Cognitive Neurosci"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.0808113105"},{"key":"ref65","first-page":"277","article-title":"Maximally informative dimensions: Analyzing neural responses to natural signals","volume":"1","author":"sharpee","year":"2003","journal-title":"Adv Neural Inf Process Syst"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1109\/IEMBS.2011.6091140"},{"article-title":"Point process Monte Carlo filtering for brain machine interfaces","year":"2008","author":"wang","key":"ref29"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1155\/2010\/648202"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1214\/aoms\/1177704472"},{"key":"ref69","first-page":"300","article-title":"Ueber dir elektrische Erregbarkeit des Grosshirns","volume":"37","author":"fritsch","year":"1870","journal-title":"Arch Anat Physiol"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/S0896-6273(01)00301-4"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.040567097"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/S0140-6736(12)61816-9"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1523\/JNEUROSCI.4415-07.2008"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pbio.1000153"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.tics.2010.05.003"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.neurobiolaging.2004.02.014"},{"key":"ref26","first-page":"107","article-title":"Training in cortical control of neuroprosthetic devices improves signal extraction from small neuronal ensembles","volume":"14","author":"tillery","year":"2003","journal-title":"Rev Neurosci"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1088\/1741-2560\/2\/2\/006"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1155\/2014\/685492"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1088\/1741-2560\/10\/2\/026008"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1088\/1741-2560\/9\/2\/026008"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1126\/science.1087846"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2008.926699"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1162\/08997660252741149"},{"key":"ref55","doi-asserted-by":"crossref","first-page":"97","DOI":"10.1111\/j.2517-6161.1981.tb01155.x","article-title":"Using kernel density estimates to investigate multi-modality","volume":"43","author":"silverman","year":"1981","journal-title":"J Roy Stat Soc B Meth"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1049\/ip-f-2.1993.0015"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1162\/neco.2009.01-08-699"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2004.827061"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuron.2014.04.048"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1038\/nature10845"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1088\/1741-2560\/7\/5\/056010"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1038\/416141a"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1038\/nature07418"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0005924"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2014.2307357"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1523\/JNEUROSCI.4088-04.2005"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1038\/nn.2797"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1146\/annurev.neuro.23.1.393"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/s10827-011-0365-5"},{"key":"ref4","doi-asserted-by":"crossref","first-page":"3067","DOI":"10.1523\/JNEUROSCI.16-09-03067.1996","article-title":"Evolution of directional preferences in the supplementary eye field during acquisition of conditional oculomotor associations","volume":"16","author":"chen","year":"1996","journal-title":"J Neurosci"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pbio.0020045"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pbio.0000042"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1126\/science.1070291"},{"key":"ref8","doi-asserted-by":"crossref","first-page":"1166","DOI":"10.1152\/jn.1997.78.2.1166","article-title":"Conditional oculomotor learning: Population vectors in the supplementary eye field","volume":"78","author":"chen","year":"1997","journal-title":"J Neurophysiol"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1038\/nature11129"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2009.06.007"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1038\/35014604"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1007\/BFb0067700"},{"key":"ref45","first-page":"6513","article-title":"Decoding the non-stationary neuron spike trains by dual Monte Carlo point process estimation in motor brain machine interfaces","author":"liao","year":"0","journal-title":"Proc IEEE 36th Annu Int Conf Eng Med Biol Soc"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2003.814443"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1038\/73964"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1162\/089976604322742038"},{"key":"ref41","doi-asserted-by":"crossref","first-page":"7411","DOI":"10.1523\/JNEUROSCI.18-18-07411.1998","article-title":"A statistical paradigm for neural spike train decoding applied to position prediction from ensemble firing patterns of rat hippocampal place cells","volume":"18","author":"brown","year":"1998","journal-title":"J Neurosci"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2006.888821"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1162\/089976604773135069"}],"container-title":["IEEE Transactions on Biomedical Engineering"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10\/7515129\/07328718.pdf?arnumber=7328718","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,6,12]],"date-time":"2024-06-12T12:45:36Z","timestamp":1718196336000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7328718\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,8]]},"references-count":75,"journal-issue":{"issue":"8"},"URL":"https:\/\/doi.org\/10.1109\/tbme.2015.2500585","relation":{},"ISSN":["0018-9294","1558-2531"],"issn-type":[{"type":"print","value":"0018-9294"},{"type":"electronic","value":"1558-2531"}],"subject":[],"published":{"date-parts":[[2016,8]]}}}