{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,7,8]],"date-time":"2024-07-08T23:10:54Z","timestamp":1720480254564},"reference-count":40,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2014,6,20]],"date-time":"2014-06-20T00:00:00Z","timestamp":1403222400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Cogn Comput"],"published-print":{"date-parts":[[2015,2]]},"DOI":"10.1007\/s12559-014-9282-z","type":"journal-article","created":{"date-parts":[[2014,6,19]],"date-time":"2014-06-19T08:11:13Z","timestamp":1403165473000},"page":"56-63","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":6,"title":["Embedded Implementation of Second-Order Blind Identification (SOBI) for Real-Time Applications in Neuroscience"],"prefix":"10.1007","volume":"7","author":[{"given":"Xun","family":"Zhang","sequence":"first","affiliation":[]},{"given":"Fran\u00e7ois-Beno\u00eet","family":"Vialatte","sequence":"additional","affiliation":[]},{"given":"Chen","family":"Chen","sequence":"additional","affiliation":[]},{"given":"Apurva","family":"Rathi","sequence":"additional","affiliation":[]},{"given":"G\u00e9rard","family":"Dreyfus","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2014,6,20]]},"reference":[{"issue":"3","key":"9282_CR1","first-page":"560","volume":"18","author":"TP Bleck","year":"2012","unstructured":"Bleck TP. Status epilepticus and the use of continuous EEG monitoring in the intensive care unit. Continuum. 2012;18(3):560\u201378.","journal-title":"Continuum"},{"issue":"12","key":"9282_CR2","doi-asserted-by":"crossref","first-page":"1435","DOI":"10.1088\/0967-3334\/29\/12\/007","volume":"29","author":"FB Vialatte","year":"2008","unstructured":"Vialatte FB, Sol\u00e9-Casals J, Cichocki A. EEG windowed statistical wavelet scoring for evaluation and discrimination of muscular artifacts. Physiol Meas. 2008;29(12):1435\u201352.","journal-title":"Physiol Meas"},{"issue":"10","key":"9282_CR3","doi-asserted-by":"crossref","first-page":"34","DOI":"10.1109\/MC.2008.431","volume":"41","author":"A Cichocki","year":"2008","unstructured":"Cichocki A, Washizawa Y, Rutkowski T, Bakardjian H, Phan A-H, Choi S, Lee H. Noninvasive BCIs: multiway signal-processing array decompositions. Computer. 2008;41(10):34\u201342.","journal-title":"Computer"},{"issue":"2","key":"9282_CR4","doi-asserted-by":"crossref","first-page":"105","DOI":"10.1177\/1550059412463660","volume":"44","author":"WY Hsu","year":"2013","unstructured":"Hsu WY. Independent Component analysis and multiresolution asymmetry ratio for brain\u2013computer interface. Clin EEG Neurosci. 2013;44(2):105\u201311.","journal-title":"Clin EEG Neurosci"},{"key":"9282_CR5","doi-asserted-by":"crossref","first-page":"1443","DOI":"10.1016\/j.neuroimage.2006.11.004","volume":"34","author":"A Delorme","year":"2007","unstructured":"Delorme A, Sejnowski T, Makeig S. Enhanced detection of artifacts in EEG data using higher-order statistics and independent component analysis. NeuroImage. 2007;34:1443\u20139.","journal-title":"NeuroImage"},{"key":"9282_CR6","doi-asserted-by":"crossref","first-page":"30","DOI":"10.1186\/1744-9081-7-30","volume":"7","author":"I Winkler","year":"2011","unstructured":"Winkler I, Haufe S, Tangermann M. Automatic classification of artifactual ICA-components for artifact removal in EEG signals. Behav Brain Funct. 2011;7:30.","journal-title":"Behav Brain Funct"},{"key":"9282_CR7","doi-asserted-by":"crossref","first-page":"975","DOI":"10.1121\/1.1907229","volume":"24","author":"EC Cherry","year":"1953","unstructured":"Cherry EC. Some experiments on the recognition of speech, with one and with two ears. J Acoust Soc Am. 1953;24:975\u20139.","journal-title":"J Acoust Soc Am"},{"issue":"9","key":"9282_CR8","doi-asserted-by":"crossref","first-page":"1875","DOI":"10.1162\/0899766054322964","volume":"17","author":"S Haykin","year":"2005","unstructured":"Haykin S, Chen Z. The cocktail party problem. Neural Comput. 2005;17(9):1875\u2013902.","journal-title":"Neural Comput"},{"issue":"1","key":"9282_CR9","doi-asserted-by":"crossref","first-page":"54","DOI":"10.1016\/S0166-2236(00)01683-0","volume":"24","author":"GD Brown","year":"2001","unstructured":"Brown GD, Yamada S, Sejnowski TJ. Independent component analysis at the neural cocktail party. Trends Neurosci. 2001;24(1):54\u201363.","journal-title":"Trends Neurosci"},{"issue":"2","key":"9282_CR10","doi-asserted-by":"crossref","first-page":"225","DOI":"10.1007\/s12559-012-9199-3","volume":"5","author":"L Zou","year":"2013","unstructured":"Zou L, Xu S, Ma Z, Lu J, Su W. Automatic removal of artifacts from attention deficit hyperactivity disorder electroencephalograms based on independent component analysis. Cognit Comput. 2013;5(2):225\u201333.","journal-title":"Cognit Comput"},{"issue":"2","key":"9282_CR11","doi-asserted-by":"crossref","first-page":"207","DOI":"10.1007\/s12559-012-9177-9","volume":"5","author":"L Yang","year":"2013","unstructured":"Yang L, Lv J, Xiang Y. Underdetermined blind source separation by parallel factor analysis in time-frequency domain. Cognit Comput. 2013;5(2):207\u201314.","journal-title":"Cognit Comput"},{"issue":"3","key":"9282_CR12","doi-asserted-by":"crossref","first-page":"232","DOI":"10.1097\/WNP.0b013e3180556926","volume":"24","author":"SP Fitzgibbon","year":"2007","unstructured":"Fitzgibbon SP, Powers DMW, Pope KJ, Clark CR. Removal of EEG noise and artifact using blind source separation. J Clin Neurophysiol. 2007;24(3):232\u201343.","journal-title":"J Clin Neurophysiol"},{"key":"9282_CR13","unstructured":"Koldovsky Z, Phan A-H, Tichavsky P, Cichocki A. A treatment of EEG motor imagery data by underdetermined blind source separation. In: Proceedings of 20th European signal processing conference (EUSIPCO), 2012; 1484\u20131488."},{"issue":"12","key":"9282_CR14","doi-asserted-by":"crossref","first-page":"1227","DOI":"10.1109\/LSP.2013.2285932","volume":"20","author":"Z ZKoldovsky","year":"2013","unstructured":"ZKoldovsky Z, Tichavsky P, Phan A-H, Cichocki AA, Two-Stage MMSE. Beamformer for underdetermined signal separation. IEEE Signal Process Lett. 2013;20(12):1227\u201330.","journal-title":"IEEE Signal Process Lett"},{"key":"9282_CR15","doi-asserted-by":"crossref","first-page":"5273","DOI":"10.1109\/IEMBS.2006.260605","volume":"1","author":"R Li","year":"2006","unstructured":"Li R, Principe JC. Blinking artifact removal in cognitive EEG data using ICA. Conf Proc IEEE Eng Med Biol Soc. 2006;1:5273\u20136.","journal-title":"Conf Proc IEEE Eng Med Biol Soc"},{"issue":"7","key":"9282_CR16","first-page":"370","volume":"15","author":"C Roth","year":"2013","unstructured":"Roth C, Gupta CN, Plis SM, Damaraju E, Khullar S, Calhoun VD, Bridwell DA. The influence of visuospatial attention on unattended auditory 40\u00a0Hz responses. Front Hum Neurosci. 2013;15(7):370.","journal-title":"Front Hum Neurosci"},{"key":"9282_CR17","doi-asserted-by":"crossref","unstructured":"Pichevar R, Rouat J. A 3 quantitative evaluation of a bio-inspired sound segregation technique for two- and three-source mixtures. In: Nonlinear speech modeling and applications, Berlin: Springer; 2005. p. 392\u2013396.","DOI":"10.1007\/11520153_23"},{"key":"9282_CR18","doi-asserted-by":"crossref","DOI":"10.1002\/9780470512517","volume-title":"Computational intelligence: an introduction","author":"AP Engelbrecht","year":"2007","unstructured":"Engelbrecht AP. Computational intelligence: an introduction. 2nd ed. New York: Wiley; 2007.","edition":"2"},{"issue":"2","key":"9282_CR19","doi-asserted-by":"crossref","first-page":"229","DOI":"10.1111\/j.1469-8986.2010.01061.x","volume":"48","author":"A Mognon","year":"2011","unstructured":"Mognon A, Jovicich J, Bruzzone L, Buiatti M. ADJUST: an automatic EEG artifact detector based on the joint use of spatial and temporal features. Psychophysiology. 2011;48(2):229\u201340.","journal-title":"Psychophysiology"},{"issue":"6","key":"9282_CR20","doi-asserted-by":"crossref","first-page":"767","DOI":"10.1016\/S1388-2457(02)00057-3","volume":"113","author":"JR Wolpaw","year":"2002","unstructured":"Wolpaw JR, Birbaumer N, McFarland DJ, Pfurtscheller G, Vaughan TM. Brain\u2013computer interfaces for communication and control. Clin Neurophysiol. 2002;113(6):767\u201391.","journal-title":"Clin Neurophysiol"},{"issue":"1","key":"9282_CR21","doi-asserted-by":"crossref","first-page":"53","DOI":"10.1177\/155005941004100111","volume":"41","author":"J Gao","year":"2010","unstructured":"Gao J, Zheng C, Wang P. Online removal of muscle artifact from electroencephalogram signals based on canonical correlation analysis. Clin EEG Neurosci. 2010;41(1):53\u20139.","journal-title":"Clin EEG Neurosci"},{"issue":"2","key":"9282_CR22","doi-asserted-by":"crossref","first-page":"025005","DOI":"10.1088\/1741-2560\/8\/2\/025005","volume":"8","author":"TO Zander","year":"2011","unstructured":"Zander TO, Kothe C. Towards passive brain\u2013computer interfaces: applying brain\u2013computer interface technology to human\u2013machine systems in general. J Neural Eng. 2011;8(2):025005.","journal-title":"J Neural Eng"},{"key":"9282_CR23","doi-asserted-by":"crossref","first-page":"1057","DOI":"10.1016\/S0925-2312(02)00415-0","volume":"44\u201346","author":"A Delorme","year":"2002","unstructured":"Delorme A, Makeig S, Fabre-Thorpe M, Sejnowski T. From single-trials EEG to brain area dynamics. Neurocomputing. 2002;44\u201346:1057\u201364.","journal-title":"Neurocomputing"},{"issue":"3","key":"9282_CR24","doi-asserted-by":"crossref","first-page":"626","DOI":"10.1109\/72.761722","volume":"10","author":"A Hyv\u00e4rinen","year":"1999","unstructured":"Hyv\u00e4rinen A. Fast and robust fixed-point algorithms for independent component analysis. IEEE Trans Neural Netw. 1999;10(3):626\u201334.","journal-title":"IEEE Trans Neural Netw"},{"key":"9282_CR25","doi-asserted-by":"crossref","DOI":"10.1002\/0471221317","volume-title":"Independent component analysis","author":"A Hyv\u00e4rinen","year":"2001","unstructured":"Hyv\u00e4rinen A, Karhunen J, Oja E. Independent component analysis. Hoboken: Wiley; 2001."},{"issue":"6","key":"9282_CR26","doi-asserted-by":"crossref","first-page":"1129","DOI":"10.1162\/neco.1995.7.6.1129","volume":"7","author":"AJ Bell","year":"1995","unstructured":"Bell AJ, Sejnowski TJ. An information-maximization approach to blind separation and blind deconvolution. Neural Comput. 1995;7(6):1129\u201359.","journal-title":"Neural Comput"},{"key":"9282_CR27","doi-asserted-by":"crossref","first-page":"5269","DOI":"10.1109\/IEMBS.2006.259611","volume":"1","author":"F Shayegh","year":"2006","unstructured":"Shayegh F, Erfanian A. Real-time ocular artifacts suppression from EEG signals using an unsupervised adaptive blind source separation. Conf Proc IEEE Eng Med Biol Soc. 2006;1:5269\u201372.","journal-title":"Conf Proc IEEE Eng Med Biol Soc"},{"key":"9282_CR28","doi-asserted-by":"crossref","first-page":"313","DOI":"10.1111\/j.1469-8986.2003.00141.x","volume":"41","author":"CA Joyce","year":"2004","unstructured":"Joyce CA, Gorodnitsky IF, Kutasb M. Automatic removal of eye movement and blink artifacts from EEG data using blind component separation. Psychophysiology. 2004;41:313\u201325.","journal-title":"Psychophysiology"},{"issue":"2","key":"9282_CR29","doi-asserted-by":"crossref","first-page":"434","DOI":"10.1109\/78.554307","volume":"45","author":"A Belouchrani","year":"1997","unstructured":"Belouchrani A, Abed-Meraim K, Cardoso J-F, Moulines E. A blind source separation technique using second order statistics. IEEE Trans Signal Process. 1997;45(2):434\u201344.","journal-title":"IEEE Trans Signal Process"},{"key":"9282_CR30","first-page":"65","volume":"20\u201322","author":"W-C Huang","year":"2008","unstructured":"Huang W-C, Hung S-H, Chung J-F, Chang M-H, Van L-D, Lin C-T. FPGA implementation of 4-channel ICA for on-line EEG signal separation. IEEE Biomed Circuits Syst Conf. 2008;20\u201322:65\u20138.","journal-title":"IEEE Biomed Circuits Syst Conf"},{"issue":"6","key":"9282_CR31","doi-asserted-by":"crossref","first-page":"958","DOI":"10.1109\/TNN.2007.915115","volume":"19","author":"K\u2013K Shyu","year":"2008","unstructured":"Shyu K\u2013K, Lee M-H, Wu Y-T, Lee P-L. Implementation of pipelined FastICA on FPGA for real-time blind source separation. IEEE Trans Neural Netw. 2008;19(6):958\u201370.","journal-title":"IEEE Trans Neural Netw"},{"key":"9282_CR32","unstructured":"Cichocki A, Amari S-I, Siwek K, Tanaka T, Phan AH et al. ICALAB Toolboxes, http:\/\/www.bsp.brain.riken.jp\/ICALAB ."},{"issue":"5","key":"9282_CR33","doi-asserted-by":"crossref","first-page":"1038","DOI":"10.1109\/TNN.2003.818381","volume":"14","author":"C-M Kim","year":"2003","unstructured":"Kim C-M, Park H-M, Kim T, Choi Y-K, Lee S-Y. FPGA implementation of ICA algorithm for blind signal separation and adaptive noise canceling. IEEE Trans Neural Netw. 2003;14(5):1038\u201346.","journal-title":"IEEE Trans Neural Netw"},{"key":"9282_CR34","unstructured":"Li Z, Lin Q. FPGA implementation of Infomax BSS algorithm with fixed-point number representation, ICNN&B\u201905 an international conference on neural networks and brain, 13\u201315 Oct 2005."},{"key":"9282_CR35","unstructured":"Du H, Qi H. An FPGA implementation of parallel ICA for dimensionality reduction in hyperspectral images. In: Proceeding 2004 IEEE international geoscience and remote sensing symposium, 2004."},{"key":"9282_CR36","unstructured":"Wang Y, Sutherland MT, Sanfratello LL, Tang CC. Single-trial classification of Erps using second-order blind identification (SOBI). In: Proceedings of the international conference on machine learning and cybernetics, 2004; 7."},{"issue":"3","key":"9282_CR37","doi-asserted-by":"crossref","first-page":"421","DOI":"10.1007\/s00034-005-0427-x","volume":"25","author":"SA Vorobyov","year":"2006","unstructured":"Vorobyov SA. Blind unitary prewhitening with a real-valued eigendecomposition. Circuits Syst Signal Process. 2006;25(3):421\u20139.","journal-title":"Circuits Syst Signal Process"},{"key":"9282_CR38","unstructured":"Tichavsk\u00fd P, Doron E, Yeredor A, Nielsen J. A computationally affordable implementation an asymptotically optimal BSS algorithm for AR sources. In: Proceedings EUSIPCO, Florence, Italy, 2006."},{"key":"9282_CR39","unstructured":"Tong L, Soon VC, Liu R, Huang Y. AMUSE: a new blind identification algorithm. In: Proceedings ISCAS, New Orleans, LA, 1990."},{"key":"9282_CR40","unstructured":"Belouchrani A, Abed-Meraim K, Cardoso J-F, Moulines E. Second-order blind separation of correlated sources, In: Proceedings International Conference Digital Signal Processing, Cyprus, 1993;346\u2013351."}],"container-title":["Cognitive Computation"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s12559-014-9282-z.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s12559-014-9282-z\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s12559-014-9282-z","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,6,2]],"date-time":"2019-06-02T08:36:55Z","timestamp":1559464615000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s12559-014-9282-z"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014,6,20]]},"references-count":40,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2015,2]]}},"alternative-id":["9282"],"URL":"https:\/\/doi.org\/10.1007\/s12559-014-9282-z","relation":{},"ISSN":["1866-9956","1866-9964"],"issn-type":[{"value":"1866-9956","type":"print"},{"value":"1866-9964","type":"electronic"}],"subject":[],"published":{"date-parts":[[2014,6,20]]}}}