{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,30]],"date-time":"2025-12-30T11:19:04Z","timestamp":1767093544227},"publisher-location":"London","reference-count":38,"publisher":"Springer London","isbn-type":[{"type":"print","value":"9781849962711"},{"type":"electronic","value":"9781849962728"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2010]]},"DOI":"10.1007\/978-1-84996-272-8_14","type":"book-chapter","created":{"date-parts":[[2010,6,8]],"date-time":"2010-06-08T18:55:07Z","timestamp":1276023307000},"page":"241-259","source":"Crossref","is-referenced-by-count":26,"title":["MATLAB-Based Tools for BCI Research"],"prefix":"10.1007","author":[{"given":"Arnaud","family":"Delorme","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Christian","family":"Kothe","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Andrey","family":"Vankov","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Nima","family":"Bigdely-Shamlo","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Robert","family":"Oostenveld","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Thorsten O.","family":"Zander","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Scott","family":"Makeig","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"14_CR1","unstructured":"Adapt \u00a9 1987\u20132003 and Variet\u00e9, \u00a9 2000, 2001 are property of EEG Solutions LLC, and are used under free license for scientific non-profit research"},{"issue":"6","key":"14_CR2","doi-asserted-by":"publisher","first-page":"1129","DOI":"10.1162\/neco.1995.7.6.1129","volume":"7","author":"AJ Bell","year":"1995","unstructured":"Bell AJ, Sejnowski TJ (1995) An information-maximization approach to blind separation and blind deconvolution. Neural Comput 7(6):1129\u20131159","journal-title":"Neural Comput"},{"issue":"1","key":"14_CR3","doi-asserted-by":"publisher","first-page":"35","DOI":"10.1007\/BF01187668","volume":"8","author":"F Babiloni","year":"1995","unstructured":"Babiloni F, et al. (1995) Performances of surface Laplacian estimators: A study of simulated and real scalp potential distributions. Brain Topogr 8(1):35\u201345","journal-title":"Brain Topogr"},{"key":"14_CR4","unstructured":"Bilmes J (1998) Gentle Tutorial of the EM Algorithm and its Application to Parameter Estimation for Gaussian Mixture and Hidden Markov Models. International Computer Science Institute"},{"key":"14_CR5","doi-asserted-by":"publisher","first-page":"107","DOI":"10.1016\/S0074-7742(09)86008-X","volume":"86","author":"N Birbaumer","year":"2009","unstructured":"Birbaumer N, et al. (2009) Neurofeedback and brain-computer interface clinical applications. Int Rev Neurobiol 86:107\u2013187","journal-title":"Int Rev Neurobiol"},{"key":"14_CR6","doi-asserted-by":"crossref","unstructured":"Blankertz B, Curio G, M\u00fcller K (2002a) Classifying single trial EEG: Towards brain computer interfacing. In: Diettrich T, Becker S, Ghahramani Z (eds) Advances in Neural Inf Proc Systems (NIPS 01), pp\u00a0157\u2013164","DOI":"10.7551\/mitpress\/1120.003.0025"},{"key":"14_CR7","doi-asserted-by":"crossref","unstructured":"Blankertz B, et al (2002b) Single trial detection of EEG error potentials: A tool for increasing BCI transmission rates. In: Artificial Neural Networks\u2014ICANN 2002","DOI":"10.1007\/3-540-46084-5_184"},{"issue":"1","key":"14_CR8","doi-asserted-by":"publisher","first-page":"9","DOI":"10.1016\/j.jneumeth.2003.10.009","volume":"134","author":"A Delorme","year":"2004","unstructured":"Delorme A, Makeig S (2004) EEGLAB: An open source toolbox for analysis of single-trial EEG dynamics including independent component analysis. J Neurosci Methods 134(1):9\u201321","journal-title":"J Neurosci Methods"},{"key":"14_CR9","doi-asserted-by":"crossref","unstructured":"Dornhege G, Blankertz B, Curio G (2003a) Speeding up classification of multi-channel brain-computer interfaces: Common spatial patterns for slow cortical potentials. In: First International IEEE EMBS Conference on In Neural Engineering","DOI":"10.1109\/CNE.2003.1196898"},{"key":"14_CR10","unstructured":"Dornhege G, et al (2003b) Combining features for BCI, In: Becker\u00a0S, Thrun\u00a0S, Obermayer\u00a0K (eds), Proc Systems (NIPS 02), pp\u00a01115\u20131122"},{"issue":"6","key":"14_CR11","doi-asserted-by":"publisher","first-page":"510","DOI":"10.1016\/0013-4694(88)90149-6","volume":"70","author":"L Farwell","year":"1988","unstructured":"Farwell L, Donchin E (1988) Talking off the top of your head: Toward a mental prosthesis utilizing event-related brain potentials. Electroencephalogr Clin Neurophysiol 70(6):510\u2013523","journal-title":"Electroencephalogr Clin Neurophysiol"},{"key":"14_CR12","doi-asserted-by":"crossref","unstructured":"Figueiredo M, Jain A (2002) Unsupervised learning on finite mixture models. IEEE Trans Pattern Anal Mach Intell 24(3)","DOI":"10.1109\/34.990138"},{"key":"14_CR13","doi-asserted-by":"publisher","first-page":"179","DOI":"10.1111\/j.1469-1809.1936.tb02137.x","volume":"7","author":"R Fisher","year":"1936","unstructured":"Fisher R (1936) The use of multiple measurements in taxonomic problems. Ann Eugen 7:179\u2013188","journal-title":"Ann Eugen"},{"issue":"405","key":"14_CR14","doi-asserted-by":"publisher","first-page":"165","DOI":"10.1080\/01621459.1989.10478752","volume":"84","author":"J Friedman","year":"2002","unstructured":"Friedman J (2002) Regularized discriminant analysis. J\u00a0Am Stat Assoc 84(405):165\u2013175","journal-title":"J\u00a0Am Stat Assoc"},{"key":"14_CR15","doi-asserted-by":"publisher","first-page":"1527","DOI":"10.1162\/neco.2006.18.7.1527","volume":"18","author":"G Hinton","year":"2006","unstructured":"Hinton G, Osindero S, Teh Y (2006) A\u00a0fast learning algorithm for deep belief nets. Neural Comput 18:1527\u20131554","journal-title":"Neural Comput"},{"key":"14_CR16","unstructured":"Jaakkola T, Jordan M (1997) A variational approach to Bayesian logistic regression models and their extensions. In: Sixth International Workshop on Artificial Intelligence and Statistics"},{"issue":"1","key":"14_CR17","doi-asserted-by":"publisher","first-page":"60","DOI":"10.1109\/10.553713","volume":"44","author":"T-P Jung","year":"1997","unstructured":"Jung T-P, et al. (1997) Estimating alertness from the EEG power spectrum. IEEE Trans Biomed Eng 44(1):60\u201369","journal-title":"IEEE Trans Biomed Eng"},{"key":"14_CR18","volume-title":"Design and Implementation of a Research Brain-Computer Interface","author":"C Kothe","year":"2009","unstructured":"Kothe C (2009) Design and Implementation of a Research Brain-Computer Interface. Berlin Institute of Technology, Berlin. Section\u00a08.2.1"},{"issue":"7","key":"14_CR19","doi-asserted-by":"publisher","first-page":"1167","DOI":"10.1109\/JPROC.2008.922572","volume":"96","author":"C-T Lin","year":"2008","unstructured":"Lin C-T, et al. (2008) A noninvasive prosthetic platform using mobile & wireless EEG. Proc IEEE 96(7):1167\u20131183","journal-title":"Proc IEEE"},{"issue":"2","key":"14_CR20","doi-asserted-by":"publisher","first-page":"95","DOI":"10.1016\/j.ijpsycho.2008.11.008","volume":"73","author":"S Makeig","year":"2009","unstructured":"Makeig S, et al. (2009) Linking brain, mind and behavior. Int J Psychophysiol 73(2):95\u2013100","journal-title":"Int J Psychophysiol"},{"issue":"5555","key":"14_CR21","doi-asserted-by":"publisher","first-page":"690","DOI":"10.1126\/science.1066168","volume":"295","author":"S Makeig","year":"2002","unstructured":"Makeig S, et al. (2002) Dynamic brain sources of visual evoked responses. Science 295(5555):690\u2013694","journal-title":"Science"},{"issue":"1","key":"14_CR22","doi-asserted-by":"publisher","first-page":"23","DOI":"10.1016\/0013-4694(93)90064-3","volume":"86","author":"S Makeig","year":"1993","unstructured":"Makeig S, Inlow M (1993) Lapses in alertness: Coherence of fluctuations in performance and EEG spectrum. Electroencephalogr Clin Neurophysiol 86(1):23\u201335","journal-title":"Electroencephalogr Clin Neurophysiol"},{"key":"14_CR23","unstructured":"Makeig S, et al (1996) Independent component analysis of electroencephalographic data. In: Touretzky\u00a0D, Mozer\u00a0M, Hasselmo\u00a0M (eds), Advances in Neural Information Processing Systems, pp\u00a0145\u2013151"},{"issue":"9","key":"14_CR24","doi-asserted-by":"publisher","first-page":"1029","DOI":"10.1016\/S0003-9993(98)90165-4","volume":"79","author":"LA Miner","year":"1998","unstructured":"Miner LA, McFarland DJ, Wolpaw JR (1998) Answering questions with an electroencephalogram-based brain-computer interface. Arch Phys Med Rehabil 79(9):1029\u20131033","journal-title":"Arch Phys Med Rehabil"},{"key":"14_CR25","doi-asserted-by":"crossref","unstructured":"Palmer JA, et al (2007) Modeling and estimation of dependent subspaces with non-radially symmetric and skewed densities. In: 7th International Conference on Independent Component Analysis and Signal Separation, London, UK","DOI":"10.1007\/978-3-540-74494-8_13"},{"issue":"1","key":"14_CR26","doi-asserted-by":"publisher","first-page":"75","DOI":"10.1016\/0013-4694(87)90141-6","volume":"66","author":"F Perrin","year":"1987","unstructured":"Perrin F et al. (1987) Mapping of scalp potentials by surface spline interpolation. Electroencephalogr Clin Neurophysiol 66(1):75\u201381","journal-title":"Electroencephalogr Clin Neurophysiol"},{"issue":"8","key":"14_CR27","first-page":"441","volume":"1998","author":"H Ramoser","year":"1998","unstructured":"Ramoser H, M\u00fcller-Gerking J, Pfurtscheller G (1998) Optimal spatial filtering of single trial EEG during imagined hand movement. IEEE Trans Rehabil Eng 1998(8):441\u2013446","journal-title":"IEEE Trans Rehabil Eng"},{"issue":"6","key":"14_CR28","doi-asserted-by":"publisher","first-page":"1034","DOI":"10.1109\/TBME.2004.827072","volume":"51","author":"G Schalk","year":"2004","unstructured":"Schalk G, et al. (2004) BCI2000: A general-purpose brain-computer interface (BCI) system. IEEE Trans Biomed Eng 51(6):1034\u20131043","journal-title":"IEEE Trans Biomed Eng"},{"key":"14_CR29","isbn-type":"print","volume-title":"The electroencephalogram and the Adaptive Autoregressive Model: Theory and Applications","author":"A Schl\u00f6gl","year":"2000","unstructured":"Schl\u00f6gl A (2000) The electroencephalogram and the Adaptive Autoregressive Model: Theory and Applications. Shaker Verlag, Aachen. ISBN3-8265-7640-3","ISBN":"http:\/\/id.crossref.org\/isbn\/3826576403"},{"issue":"10","key":"14_CR30","doi-asserted-by":"publisher","first-page":"44","DOI":"10.1109\/MC.2008.407","volume":"41","author":"A Schl\u00f6gl","year":"2000","unstructured":"Schl\u00f6gl A, Brunner C (2000) Biosig: A free and open source software library for BCI research. Computer 41(10):44\u201350","journal-title":"Computer"},{"key":"14_CR31","volume-title":"Learning with Kernels","author":"B Sch\u00f6lkopf","year":"2002","unstructured":"Sch\u00f6lkopf B, Smola A (2002) Learning with Kernels. MIT Press, Cambridge, MA"},{"issue":"3","key":"14_CR32","doi-asserted-by":"publisher","first-page":"242","DOI":"10.1016\/j.biopsycho.2006.04.007","volume":"73","author":"E Sellers","year":"2006","unstructured":"Sellers E, et al. (2006) A p300 event-related potential brain-computer interface (BCI): The effects of matrix size and inter stimulus interval on performance. Biol Psychol 73(3):242\u2013252","journal-title":"Biol Psychol"},{"key":"14_CR33","first-page":"211","volume":"1","author":"M Tipping","year":"2001","unstructured":"Tipping M (2001) Sparse Bayesian learning and the relevance vector machine. J\u00a0Mach Learn Res 1:211\u2013244","journal-title":"J\u00a0Mach Learn Res"},{"key":"14_CR34","volume-title":"3rd International BCI Workshop and Training Course","author":"R Tomioka","year":"2006","unstructured":"Tomioka R et al. (2006) An iterative algorithm for spatio-temporal filter optimization. In: 3rd International BCI Workshop and Training Course. Verlag der Technischen Universit\u00e4t Graz, Graz"},{"key":"14_CR35","unstructured":"Venthur B, Blankertz B (2008) A\u00a0platform-independent open-source feedback framework for BCI systems. In: 4th International Brain-Computer Interface Workshop and Training Course"},{"key":"14_CR36","doi-asserted-by":"crossref","unstructured":"Vidaurre C, Schl\u00f6gl (2008) A comparison of adaptive features with linear discriminant classifier for brain computer interfaces. In: Engineering in Medicine and Biology Society. EMBS 2008. 30th Annual International Conference of the IEEE","DOI":"10.1109\/IEMBS.2008.4649118"},{"key":"14_CR37","series-title":"Neural Processing Letters","volume-title":"Algorithm for Gaussian Mixture Learning","author":"N Vlassis","year":"2002","unstructured":"Vlassis N, Likas A, Greedy EM (2002) Algorithm for Gaussian Mixture Learning. Neural Processing Letters, vol\u00a015. Kluwer Academic Publishers, Dordrecht"},{"key":"14_CR38","volume-title":"ACII 2009","author":"T Zander","year":"2009","unstructured":"Zander T, Jatzev S (2009) Detecting affective covert user states with passive brain-computer interfaces. In: ACII 2009. IEEE Computer Society Press, Los Alamitos, CA"}],"container-title":["Human-Computer Interaction Series","Brain-Computer Interfaces"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-1-84996-272-8_14","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,27]],"date-time":"2024-03-27T11:54:24Z","timestamp":1711540464000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-1-84996-272-8_14"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2010]]},"ISBN":["9781849962711","9781849962728"],"references-count":38,"URL":"https:\/\/doi.org\/10.1007\/978-1-84996-272-8_14","relation":{},"ISSN":["1571-5035"],"issn-type":[{"type":"print","value":"1571-5035"}],"subject":[],"published":{"date-parts":[[2010]]}}}