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","lang":"eng"}],"_id":"3243","date_published":"2012-03-01T00:00:00Z","issue":"1","article_processing_charge":"No","publication_identifier":{"issn":["1607-7172"]},"user_id":"2DF688A6-F248-11E8-B48F-1D18A9856A87","date_updated":"2023-10-16T10:40:18Z","year":"2012","oa_version":"Published Version","publist_id":"3433","article_type":"letter_note","status":"public","intvolume":"      2012","department":[{"_id":"E-Lib"}],"publication":"Büchereiperspektiven","publisher":"Büchereiverband Österreichs","date_created":"2018-12-11T12:02:13Z","month":"03","page":"11","popular_science":"1","language":[{"iso":"ger"}],"type":"journal_article","author":[{"last_name":"Danowski","full_name":"Danowski, Patrick","first_name":"Patrick","id":"2EBD1598-F248-11E8-B48F-1D18A9856A87","orcid":"0000-0002-6026-4409"}],"day":"01","title":"Zwischen Technologie und Information","citation":{"chicago":"Danowski, Patrick. “Zwischen Technologie und Information.” <i>Büchereiperspektiven</i>. Büchereiverband Österreichs, 2012.","ista":"Danowski P. 2012. Zwischen Technologie und Information. Büchereiperspektiven. 2012(1), 11.","ieee":"P. Danowski, “Zwischen Technologie und Information,” <i>Büchereiperspektiven</i>, vol. 2012, no. 1. Büchereiverband Österreichs, p. 11, 2012.","mla":"Danowski, Patrick. “Zwischen Technologie und Information.” <i>Büchereiperspektiven</i>, vol. 2012, no. 1, Büchereiverband Österreichs, 2012, p. 11.","short":"P. Danowski, Büchereiperspektiven 2012 (2012) 11.","ama":"Danowski P. Zwischen Technologie und Information. <i>Büchereiperspektiven</i>. 2012;2012(1):11.","apa":"Danowski, P. (2012). Zwischen Technologie und Information. <i>Büchereiperspektiven</i>. Büchereiverband Österreichs."}},{"month":"04","date_created":"2018-12-11T12:02:13Z","page":"284","popular_science":"1","publication":"BuB - Forum Bibliothek und Information","department":[{"_id":"E-Lib"}],"intvolume":"        64","status":"public","publisher":"Fachzeitschrift des BIB – Berufsverband Information Bibliothek","day":"15","author":[{"orcid":"0000-0002-6026-4409","id":"2EBD1598-F248-11E8-B48F-1D18A9856A87","first_name":"Patrick","full_name":"Danowski, Patrick","last_name":"Danowski"}],"type":"journal_article","citation":{"apa":"Danowski, P. (2012). Die Zeit des Abwartens ist vorbei! <i>BuB - Forum Bibliothek und Information</i>. Fachzeitschrift des BIB – Berufsverband Information Bibliothek.","ama":"Danowski P. Die Zeit des Abwartens ist vorbei! <i>BuB - Forum Bibliothek und Information</i>. 2012;64(4):284.","short":"P. Danowski, BuB - Forum Bibliothek und Information 64 (2012) 284.","mla":"Danowski, Patrick. “Die Zeit des Abwartens ist vorbei!” <i>BuB - Forum Bibliothek und Information</i>, vol. 64, no. 4, Fachzeitschrift des BIB – Berufsverband Information Bibliothek, 2012, p. 284.","ieee":"P. Danowski, “Die Zeit des Abwartens ist vorbei!,” <i>BuB - Forum Bibliothek und Information</i>, vol. 64, no. 4. Fachzeitschrift des BIB – Berufsverband Information Bibliothek, p. 284, 2012.","ista":"Danowski P. 2012. Die Zeit des Abwartens ist vorbei! BuB - Forum Bibliothek und Information. 64(4), 284.","chicago":"Danowski, Patrick. “Die Zeit des Abwartens ist vorbei!” <i>BuB - Forum Bibliothek und Information</i>. Fachzeitschrift des BIB – Berufsverband Information Bibliothek, 2012."},"title":"Die Zeit des Abwartens ist vorbei!","language":[{"iso":"ger"}],"_id":"3244","abstract":[{"lang":"eng","text":"Bibliothekare haben die Aufgabe, sich mit neuen Medienformen auseinanderzusetzen.\r\n"}],"date_published":"2012-04-15T00:00:00Z","article_processing_charge":"No","issue":"4","volume":64,"publication_status":"published","main_file_link":[{"url":"https://www.b-u-b.de/fileadmin/archiv/imports/pdf_files/2012/bub_2012_04_284.pdf","open_access":"1"}],"oa":1,"article_type":"letter_note","publist_id":"3432","oa_version":"Published Version","year":"2012","date_updated":"2023-10-16T10:19:14Z","user_id":"2DF688A6-F248-11E8-B48F-1D18A9856A87","publication_identifier":{"issn":["1869 -1137"]}},{"has_accepted_license":"1","year":"2012","oa_version":"Published Version","publist_id":"7327","date_updated":"2021-01-12T08:01:03Z","user_id":"3E5EF7F0-F248-11E8-B48F-1D18A9856A87","scopus_import":1,"_id":"493","abstract":[{"text":"The BCI competition IV stands in the tradition of prior BCI competitions that aim to provide high quality neuroscientific data for open access to the scientific community. As experienced already in prior competitions not only scientists from the narrow field of BCI compete, but scholars with a broad variety of backgrounds and nationalities. They include high specialists as well as students.The goals of all BCI competitions have always been to challenge with respect to novel paradigms and complex data. We report on the following challenges: (1) asynchronous data, (2) synthetic, (3) multi-class continuous data, (4) sessionto-session transfer, (5) directionally modulated MEG, (6) finger movements recorded by ECoG. As after past competitions, our hope is that winning entries may enhance the analysis methods of future BCIs.","lang":"eng"}],"date_published":"2012-07-13T00:00:00Z","article_number":"55","file":[{"file_id":"5356","relation":"main_file","content_type":"application/pdf","date_created":"2018-12-12T10:18:34Z","file_size":2693701,"creator":"system","file_name":"IST-2018-945-v1+1_2012_Schloegl_Review_of.pdf","access_level":"open_access","date_updated":"2020-07-14T12:46:35Z","checksum":"195238221c4b0b0f4035f6f6c16ea17c"}],"volume":6,"pubrep_id":"945","tmp":{"legal_code_url":"https://creativecommons.org/licenses/by/4.0/legalcode","name":"Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)","image":"/images/cc_by.png","short":"CC BY (4.0)"},"file_date_updated":"2020-07-14T12:46:35Z","oa":1,"publication_status":"published","type":"journal_article","author":[{"last_name":"Tangermann","full_name":"Tangermann, Michael","first_name":"Michael"},{"full_name":"Müller, Klaus","first_name":"Klaus","last_name":"Müller"},{"last_name":"Aertsen","full_name":"Aertsen, Ad","first_name":"Ad"},{"last_name":"Birbaumer","full_name":"Birbaumer, Niels","first_name":"Niels"},{"full_name":"Braun, Christoph","first_name":"Christoph","last_name":"Braun"},{"last_name":"Brunner","first_name":"Clemens","full_name":"Brunner, Clemens"},{"full_name":"Leeb, Robert","first_name":"Robert","last_name":"Leeb"},{"last_name":"Mehring","first_name":"Carsten","full_name":"Mehring, Carsten"},{"full_name":"Miller, Kai","first_name":"Kai","last_name":"Miller"},{"first_name":"Gernot","full_name":"Müller Putz, Gernot","last_name":"Müller Putz"},{"first_name":"Guido","full_name":"Nolte, Guido","last_name":"Nolte"},{"last_name":"Pfurtscheller","first_name":"Gert","full_name":"Pfurtscheller, Gert"},{"first_name":"Hubert","full_name":"Preissl, Hubert","last_name":"Preissl"},{"last_name":"Schalk","first_name":"Gerwin","full_name":"Schalk, Gerwin"},{"last_name":"Schlögl","first_name":"Alois","full_name":"Schlögl, Alois","id":"45BF87EE-F248-11E8-B48F-1D18A9856A87","orcid":"0000-0002-5621-8100"},{"first_name":"Carmen","full_name":"Vidaurre, Carmen","last_name":"Vidaurre"},{"last_name":"Waldert","full_name":"Waldert, Stephan","first_name":"Stephan"},{"last_name":"Blankertz","full_name":"Blankertz, Benjamin","first_name":"Benjamin"}],"day":"13","title":"Review of the BCI competition IV","citation":{"short":"M. Tangermann, K. Müller, A. Aertsen, N. Birbaumer, C. Braun, C. Brunner, R. Leeb, C. Mehring, K. Miller, G. Müller Putz, G. Nolte, G. Pfurtscheller, H. Preissl, G. Schalk, A. Schlögl, C. Vidaurre, S. Waldert, B. Blankertz, Frontiers in Neuroscience 6 (2012).","apa":"Tangermann, M., Müller, K., Aertsen, A., Birbaumer, N., Braun, C., Brunner, C., … Blankertz, B. (2012). Review of the BCI competition IV. <i>Frontiers in Neuroscience</i>. Frontiers Research Foundation. <a href=\"https://doi.org/10.3389/fnins.2012.00055\">https://doi.org/10.3389/fnins.2012.00055</a>","ama":"Tangermann M, Müller K, Aertsen A, et al. Review of the BCI competition IV. <i>Frontiers in Neuroscience</i>. 2012;6. doi:<a href=\"https://doi.org/10.3389/fnins.2012.00055\">10.3389/fnins.2012.00055</a>","ieee":"M. Tangermann <i>et al.</i>, “Review of the BCI competition IV,” <i>Frontiers in Neuroscience</i>, vol. 6. Frontiers Research Foundation, 2012.","ista":"Tangermann M, Müller K, Aertsen A, Birbaumer N, Braun C, Brunner C, Leeb R, Mehring C, Miller K, Müller Putz G, Nolte G, Pfurtscheller G, Preissl H, Schalk G, Schlögl A, Vidaurre C, Waldert S, Blankertz B. 2012. Review of the BCI competition IV. Frontiers in Neuroscience. 6, 55.","chicago":"Tangermann, Michael, Klaus Müller, Ad Aertsen, Niels Birbaumer, Christoph Braun, Clemens Brunner, Robert Leeb, et al. “Review of the BCI Competition IV.” <i>Frontiers in Neuroscience</i>. Frontiers Research Foundation, 2012. <a href=\"https://doi.org/10.3389/fnins.2012.00055\">https://doi.org/10.3389/fnins.2012.00055</a>.","mla":"Tangermann, Michael, et al. “Review of the BCI Competition IV.” <i>Frontiers in Neuroscience</i>, vol. 6, 55, Frontiers Research Foundation, 2012, doi:<a href=\"https://doi.org/10.3389/fnins.2012.00055\">10.3389/fnins.2012.00055</a>."},"doi":"10.3389/fnins.2012.00055","ddc":["004"],"language":[{"iso":"eng"}],"acknowledgement":"The studies were in part or completely supported by the Bundesministerium für Bildung und Forschung (BMBF), Fkz 01IB001A, 01GQ0850, by the German Science Foundation (DFG, contract MU 987/3-2), by the European ICT Programme Projects FP7-224631 and 216886, the World Class University Program through the National Research Foundation of Korea funded by the Ministry of Education, Science, and Technology (Grant R31-10008), the US Army Research Office [W911NF-08-1-0216 (Gerwin Schalk) and W911NF-07-1-0415 (Gerwin Schalk)] and the NIH [EB006356 (Gerwin Schalk) and EB000856 (Gerwin Schalk), the WIN-Kolleg of the Heidelberg Academy of Sciences and Humanities, German Federal Ministry of Education and Research grants 01GQ0420, 01GQ0761, 01GQ0762, and 01GQ0830, German Research Foundation grants 550/B5 and C6, and by a scholarship from the German National Academic Foundation. This paper only reflects the authors’ views and funding agencies are not liable for any use that may be made of the information contained herein.\r\n","date_created":"2018-12-11T11:46:46Z","month":"07","intvolume":"         6","status":"public","quality_controlled":"1","department":[{"_id":"ScienComp"},{"_id":"PeJo"}],"publication":"Frontiers in Neuroscience","publisher":"Frontiers Research Foundation"},{"publication_status":"published","publisher":"IST Austria","oa":1,"department":[{"_id":"E-Lib"}],"file_date_updated":"2020-07-14T12:46:44Z","pubrep_id":"103","status":"public","month":"11","file":[{"file_name":"IST-2012-103-v1+1_Actual_state_of_research_data_@_IST_Austria.pdf","creator":"system","file_size":238544,"checksum":"e0a7c041eea1ca4b70ab6f9ec5177f4e","date_updated":"2020-07-14T12:46:44Z","access_level":"open_access","content_type":"application/pdf","relation":"main_file","file_id":"5472","date_created":"2018-12-12T11:53:11Z"}],"date_published":"2012-11-12T00:00:00Z","_id":"5398","abstract":[{"lang":"eng","text":"This document is created as a part of the project “Repository for Research Data on IST Austria”. It summarises the actual state of research data at IST Austria, based on survey results. It supports the choice of appropriate software, which would best fit the requirements of their users, the researchers."}],"date_created":"2018-12-12T11:39:06Z","user_id":"2DF688A6-F248-11E8-B48F-1D18A9856A87","language":[{"iso":"eng"}],"date_updated":"2020-07-14T23:04:49Z","ddc":["020"],"citation":{"mla":"Porsche, Jana. <i>Actual State of Research Data @ ISTAustria</i>. IST Austria, 2012.","ista":"Porsche J. 2012. Actual state of research data @ ISTAustria, IST Austria,p.","ieee":"J. Porsche, <i>Actual state of research data @ ISTAustria</i>. IST Austria, 2012.","chicago":"Porsche, Jana. <i>Actual State of Research Data @ ISTAustria</i>. IST Austria, 2012.","apa":"Porsche, J. (2012). <i>Actual state of research data @ ISTAustria</i>. IST Austria.","ama":"Porsche J. <i>Actual State of Research Data @ ISTAustria</i>. IST Austria; 2012.","short":"J. Porsche, Actual State of Research Data @ ISTAustria, IST Austria, 2012."},"title":"Actual state of research data @ ISTAustria","day":"12","author":[{"first_name":"Jana","full_name":"Porsche, Jana","last_name":"Porsche","id":"3252EDC2-F248-11E8-B48F-1D18A9856A87"}],"type":"report","oa_version":"Published Version","has_accepted_license":"1","year":"2012"},{"publist_id":"7330","year":"2011","oa_version":"Published Version","has_accepted_license":"1","scopus_import":1,"date_updated":"2021-01-12T08:01:02Z","user_id":"4435EBFC-F248-11E8-B48F-1D18A9856A87","article_number":"935364","file":[{"creator":"system","file_size":2863551,"file_name":"IST-2018-947-v1+1_2011_Schloegl_BioSig.pdf","checksum":"8263bbf255171f2054f43f3db5f53b6e","access_level":"open_access","date_updated":"2020-07-14T12:46:35Z","file_id":"4642","relation":"main_file","content_type":"application/pdf","date_created":"2018-12-12T10:07:44Z"}],"_id":"490","abstract":[{"text":"BioSig is an open source software library for biomedical signal processing. The aim of the BioSig project is to foster research in biomedical signal processing by providing free and open source software tools for many different application areas. Some of the areas where BioSig can be employed are neuroinformatics, brain-computer interfaces, neurophysiology, psychology, cardiovascular systems, and sleep research. Moreover, the analysis of biosignals such as the electroencephalogram (EEG), electrocorticogram (ECoG), electrocardiogram (ECG), electrooculogram (EOG), electromyogram (EMG), or respiration signals is a very relevant element of the BioSig project. Specifically, BioSig provides solutions for data acquisition, artifact processing, quality control, feature extraction, classification, modeling, and data visualization, to name a few. In this paper, we highlight several methods to help students and researchers to work more efficiently with biomedical signals. ","lang":"eng"}],"date_published":"2011-01-01T00:00:00Z","publication_status":"published","oa":1,"file_date_updated":"2020-07-14T12:46:35Z","tmp":{"legal_code_url":"https://creativecommons.org/licenses/by/4.0/legalcode","name":"Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)","image":"/images/cc_by.png","short":"CC BY (4.0)"},"pubrep_id":"947","volume":2011,"citation":{"ama":"Schlögl A, Vidaurre C, Sander T. BioSig: The free and open source software library for biomedical signal processing. <i>Computational Intelligence and Neuroscience</i>. 2011;2011. doi:<a href=\"https://doi.org/10.1155/2011/935364\">10.1155/2011/935364</a>","apa":"Schlögl, A., Vidaurre, C., &#38; Sander, T. (2011). BioSig: The free and open source software library for biomedical signal processing. <i>Computational Intelligence and Neuroscience</i>. Hindawi Publishing Corporation. <a href=\"https://doi.org/10.1155/2011/935364\">https://doi.org/10.1155/2011/935364</a>","short":"A. Schlögl, C. Vidaurre, T. Sander, Computational Intelligence and Neuroscience 2011 (2011).","mla":"Schlögl, Alois, et al. “BioSig: The Free and Open Source Software Library for Biomedical Signal Processing.” <i>Computational Intelligence and Neuroscience</i>, vol. 2011, 935364, Hindawi Publishing Corporation, 2011, doi:<a href=\"https://doi.org/10.1155/2011/935364\">10.1155/2011/935364</a>.","chicago":"Schlögl, Alois, Carmen Vidaurre, and Tilmann Sander. “BioSig: The Free and Open Source Software Library for Biomedical Signal Processing.” <i>Computational Intelligence and Neuroscience</i>. Hindawi Publishing Corporation, 2011. <a href=\"https://doi.org/10.1155/2011/935364\">https://doi.org/10.1155/2011/935364</a>.","ieee":"A. Schlögl, C. Vidaurre, and T. Sander, “BioSig: The free and open source software library for biomedical signal processing,” <i>Computational Intelligence and Neuroscience</i>, vol. 2011. Hindawi Publishing Corporation, 2011.","ista":"Schlögl A, Vidaurre C, Sander T. 2011. BioSig: The free and open source software library for biomedical signal processing. Computational Intelligence and Neuroscience. 2011, 935364."},"title":"BioSig: The free and open source software library for biomedical signal processing","day":"01","author":[{"id":"45BF87EE-F248-11E8-B48F-1D18A9856A87","orcid":"0000-0002-5621-8100","last_name":"Schlögl","full_name":"Schlögl, Alois","first_name":"Alois"},{"full_name":"Vidaurre, Carmen","first_name":"Carmen","last_name":"Vidaurre"},{"last_name":"Sander","full_name":"Sander, Tilmann","first_name":"Tilmann"}],"type":"journal_article","language":[{"iso":"eng"}],"doi":"10.1155/2011/935364","ddc":["005"],"month":"01","date_created":"2018-12-11T11:46:45Z","publisher":"Hindawi Publishing Corporation","publication":"Computational Intelligence and Neuroscience","quality_controlled":"1","department":[{"_id":"ScienComp"},{"_id":"PeJo"}],"intvolume":"      2011","status":"public"},{"keyword":["image segmentation","biomedical imaging","three dimensional displays","neurons","retina","observers","image color analysis"],"user_id":"8b945eb4-e2f2-11eb-945a-df72226e66a9","language":[{"iso":"eng"}],"date_updated":"2023-02-23T14:13:38Z","publication_identifier":{"eissn":["1945-8452"],"issn":["1945-7928"],"isbn":["978-1-4244-4127-3"]},"doi":"10.1109/isbi.2011.5872394","citation":{"apa":"Sommer, C. M., Straehle, C., Köthe, U., &#38; Hamprecht, F. A. (2011). Ilastik: Interactive learning and segmentation toolkit. In <i>2011 IEEE International Symposium on Biomedical Imaging: from Nano to Micro</i>. Chicago, Illinois, USA: Institute of Electrical and Electronics Engineers. <a href=\"https://doi.org/10.1109/isbi.2011.5872394\">https://doi.org/10.1109/isbi.2011.5872394</a>","ama":"Sommer CM, Straehle C, Köthe U, Hamprecht FA. Ilastik: Interactive learning and segmentation toolkit. In: <i>2011 IEEE International Symposium on Biomedical Imaging: From Nano to Micro</i>. Institute of Electrical and Electronics Engineers; 2011. doi:<a href=\"https://doi.org/10.1109/isbi.2011.5872394\">10.1109/isbi.2011.5872394</a>","short":"C.M. Sommer, C. Straehle, U. Köthe, F.A. Hamprecht, in:, 2011 IEEE International Symposium on Biomedical Imaging: From Nano to Micro, Institute of Electrical and Electronics Engineers, 2011.","mla":"Sommer, Christoph M., et al. “Ilastik: Interactive Learning and Segmentation Toolkit.” <i>2011 IEEE International Symposium on Biomedical Imaging: From Nano to Micro</i>, Institute of Electrical and Electronics Engineers, 2011, doi:<a href=\"https://doi.org/10.1109/isbi.2011.5872394\">10.1109/isbi.2011.5872394</a>.","ista":"Sommer CM, Straehle C, Köthe U, Hamprecht FA. 2011. Ilastik: Interactive learning and segmentation toolkit. 2011 IEEE International Symposium on Biomedical Imaging: from Nano to Micro. ISBI: International Symposium on Biomedical Imaging.","ieee":"C. M. Sommer, C. Straehle, U. Köthe, and F. A. Hamprecht, “Ilastik: Interactive learning and segmentation toolkit,” in <i>2011 IEEE International Symposium on Biomedical Imaging: from Nano to Micro</i>, Chicago, Illinois, USA, 2011.","chicago":"Sommer, Christoph M, Christoph Straehle, Ullrich Köthe, and Fred A. Hamprecht. “Ilastik: Interactive Learning and Segmentation Toolkit.” In <i>2011 IEEE International Symposium on Biomedical Imaging: From Nano to Micro</i>. Institute of Electrical and Electronics Engineers, 2011. <a href=\"https://doi.org/10.1109/isbi.2011.5872394\">https://doi.org/10.1109/isbi.2011.5872394</a>."},"title":"Ilastik: Interactive learning and segmentation toolkit","conference":{"end_date":"2011-04-02","start_date":"2011-03-30","name":"ISBI: International Symposium on Biomedical Imaging","location":"Chicago, Illinois, USA"},"day":"09","author":[{"last_name":"Sommer","first_name":"Christoph M","full_name":"Sommer, Christoph M","orcid":"0000-0003-1216-9105","id":"4DF26D8C-F248-11E8-B48F-1D18A9856A87"},{"full_name":"Straehle, Christoph","first_name":"Christoph","last_name":"Straehle"},{"full_name":"Köthe, Ullrich","first_name":"Ullrich","last_name":"Köthe"},{"full_name":"Hamprecht, Fred A.","first_name":"Fred A.","last_name":"Hamprecht"}],"type":"conference","year":"2011","oa_version":"Preprint","publication_status":"published","publisher":"Institute of Electrical and Electronics Engineers","oa":1,"main_file_link":[{"open_access":"1","url":"https://www.researchgate.net/publication/224241106_Ilastik_Interactive_learning_and_segmentation_toolkit"}],"publication":"2011 IEEE International Symposium on Biomedical Imaging: from Nano to Micro","quality_controlled":"1","department":[{"_id":"Bio"}],"status":"public","article_processing_charge":"No","month":"06","extern":"1","date_created":"2021-08-19T11:49:58Z","_id":"9943","date_published":"2011-06-09T00:00:00Z","abstract":[{"text":"Segmentation is the process of partitioning digital images into meaningful regions. The analysis of biological high content images often requires segmentation as a first step. We propose ilastik as an easy-to-use tool which allows the user without expertise in image processing to perform segmentation and classification in a unified way. ilastik learns from labels provided by the user through a convenient mouse interface. Based on these labels, ilastik infers a problem specific segmentation. A random forest classifier is used in the learning step, in which each pixel's neighborhood is characterized by a set of generic (nonlinear) features. ilastik supports up to three spatial plus one spectral dimension and makes use of all dimensions in the feature calculation. ilastik provides realtime feedback that enables the user to interactively refine the segmentation result and hence further fine-tune the classifier. An uncertainty measure guides the user to ambiguous regions in the images. Real time performance is achieved by multi-threading which fully exploits the capabilities of modern multi-core machines. Once a classifier has been trained on a set of representative images, it can be exported and used to automatically process a very large number of images (e.g. using the CellProfiler pipeline). ilastik is an open source project and released under the BSD license at www.ilastik.org.","lang":"eng"}]},{"_id":"14983","date_published":"2010-09-06T00:00:00Z","abstract":[{"lang":"eng","text":"This chapter tackles a difficult challenge: presenting signal processing material to non-experts. This chapter is meant to be comprehensible to people who have some math background, including a course in linear algebra and basic statistics, but do not specialize in mathematics, engineering, or related fields. Some formulas assume the reader is familiar with matrices and basic matrix operations, but not more advanced material. Furthermore, we tried to make the chapter readable even if you skip the formulas. Nevertheless, we include some simple methods to demonstrate the basics of adaptive data processing, then we proceed with some advanced methods that are fundamental in adaptive signal processing, and are likely to be useful in a variety of applications. The advanced algorithms are also online available [30]. In the second part, these techniques are applied to some real-world BCI data."}],"article_processing_charge":"No","publication_status":"published","edition":"1","oa_version":"None","year":"2010","editor":[{"full_name":"Graimann, Bernhard","first_name":"Bernhard","last_name":"Graimann"},{"full_name":"Pfurtscheller, Gert","first_name":"Gert","last_name":"Pfurtscheller"},{"last_name":"Allison","first_name":"Brendan","full_name":"Allison, Brendan"}],"date_updated":"2024-02-19T09:47:25Z","user_id":"2DF688A6-F248-11E8-B48F-1D18A9856A87","publication_identifier":{"issn":["1612-3018"],"isbn":["9783642020902"],"eisbn":["9783642020919"]},"month":"09","place":"Berlin, Heidelberg","series_title":"FRONTCOLL","date_created":"2024-02-14T09:56:00Z","page":"331-355","publication":"Brain-Computer Interfaces","quality_controlled":"1","department":[{"_id":"ScienComp"}],"status":"public","publisher":"Springer","day":"06","author":[{"first_name":"Alois","full_name":"Schlögl, Alois","last_name":"Schlögl","id":"45BF87EE-F248-11E8-B48F-1D18A9856A87","orcid":"0000-0002-5621-8100"},{"last_name":"Vidaurre","first_name":"Carmen","full_name":"Vidaurre, Carmen"},{"first_name":"Klaus-Robert","full_name":"Müller, Klaus-Robert","last_name":"Müller"}],"type":"book_chapter","alternative_title":["The Frontiers Collection"],"citation":{"ieee":"A. Schlögl, C. Vidaurre, and K.-R. Müller, “Adaptive Methods in BCI Research - An Introductory Tutorial,” in <i>Brain-Computer Interfaces</i>, 1st ed., B. Graimann, G. Pfurtscheller, and B. Allison, Eds. Berlin, Heidelberg: Springer, 2010, pp. 331–355.","ista":"Schlögl A, Vidaurre C, Müller K-R. 2010.Adaptive Methods in BCI Research - An Introductory Tutorial. In: Brain-Computer Interfaces. The Frontiers Collection, , 331–355.","chicago":"Schlögl, Alois, Carmen Vidaurre, and Klaus-Robert Müller. “Adaptive Methods in BCI Research - An Introductory Tutorial.” In <i>Brain-Computer Interfaces</i>, edited by Bernhard Graimann, Gert Pfurtscheller, and Brendan Allison, 1st ed., 331–55. FRONTCOLL. Berlin, Heidelberg: Springer, 2010. <a href=\"https://doi.org/10.1007/978-3-642-02091-9_18\">https://doi.org/10.1007/978-3-642-02091-9_18</a>.","mla":"Schlögl, Alois, et al. “Adaptive Methods in BCI Research - An Introductory Tutorial.” <i>Brain-Computer Interfaces</i>, edited by Bernhard Graimann et al., 1st ed., Springer, 2010, pp. 331–55, doi:<a href=\"https://doi.org/10.1007/978-3-642-02091-9_18\">10.1007/978-3-642-02091-9_18</a>.","short":"A. Schlögl, C. Vidaurre, K.-R. Müller, in:, B. Graimann, G. Pfurtscheller, B. Allison (Eds.), Brain-Computer Interfaces, 1st ed., Springer, Berlin, Heidelberg, 2010, pp. 331–355.","apa":"Schlögl, A., Vidaurre, C., &#38; Müller, K.-R. (2010). Adaptive Methods in BCI Research - An Introductory Tutorial. In B. Graimann, G. Pfurtscheller, &#38; B. Allison (Eds.), <i>Brain-Computer Interfaces</i> (1st ed., pp. 331–355). Berlin, Heidelberg: Springer. <a href=\"https://doi.org/10.1007/978-3-642-02091-9_18\">https://doi.org/10.1007/978-3-642-02091-9_18</a>","ama":"Schlögl A, Vidaurre C, Müller K-R. Adaptive Methods in BCI Research - An Introductory Tutorial. In: Graimann B, Pfurtscheller G, Allison B, eds. <i>Brain-Computer Interfaces</i>. 1st ed. FRONTCOLL. Berlin, Heidelberg: Springer; 2010:331-355. doi:<a href=\"https://doi.org/10.1007/978-3-642-02091-9_18\">10.1007/978-3-642-02091-9_18</a>"},"title":"Adaptive Methods in BCI Research - An Introductory Tutorial","language":[{"iso":"eng"}],"doi":"10.1007/978-3-642-02091-9_18","acknowledgement":"This work was supported by the EU grants “BrainCom” (FP6-2004-Mobility-5 Grant No 024259) and “Multi-adaptive BCI” (MEIF-CT-2006 Grant No 040666). Furthermore, we thank Matthias Krauledat for fruitful discussions and tools for generating Fig. 5."},{"acknowledged_ssus":[{"_id":"Bio"}],"scopus_import":1,"external_id":{"pmid":["20717145"]},"date_updated":"2021-01-12T07:54:55Z","user_id":"2DF688A6-F248-11E8-B48F-1D18A9856A87","year":"2010","oa_version":"Submitted Version","publist_id":"1962","main_file_link":[{"url":"http://www.ncbi.nlm.nih.gov/pmc/articles/PMC2924654/","open_access":"1"}],"oa":1,"publication_status":"published","volume":29,"issue":"16","abstract":[{"text":"Integrin- and cadherin-mediated adhesion is central for cell and tissue morphogenesis, allowing cells and tissues to change shape without loosing integrity. Studies predominantly in cell culture showed that mechanosensation through adhesion structures is achieved by force-mediated modulation of their molecular composition. The specific molecular composition of adhesion sites in turn determines their signalling activity and dynamic reorganization. Here, we will review how adhesion sites respond to mecanical stimuli, and how spatially and temporally regulated signalling from different adhesion sites controls cell migration and tissue morphogenesis.","lang":"eng"}],"_id":"4157","date_published":"2010-08-18T00:00:00Z","pmid":1,"doi":"10.1038/emboj.2010.182","language":[{"iso":"eng"}],"title":"Spatial organization of adhesion: force-dependent regulation and function in tissue morphogenesis","citation":{"ama":"Papusheva E, Heisenberg C-PJ. Spatial organization of adhesion: force-dependent regulation and function in tissue morphogenesis. <i>EMBO Journal</i>. 2010;29(16):2753-2768. doi:<a href=\"https://doi.org/10.1038/emboj.2010.182\">10.1038/emboj.2010.182</a>","apa":"Papusheva, E., &#38; Heisenberg, C.-P. J. (2010). Spatial organization of adhesion: force-dependent regulation and function in tissue morphogenesis. <i>EMBO Journal</i>. Wiley-Blackwell. <a href=\"https://doi.org/10.1038/emboj.2010.182\">https://doi.org/10.1038/emboj.2010.182</a>","short":"E. Papusheva, C.-P.J. Heisenberg, EMBO Journal 29 (2010) 2753–2768.","mla":"Papusheva, Ekaterina, and Carl-Philipp J. Heisenberg. “Spatial Organization of Adhesion: Force-Dependent Regulation and Function in Tissue Morphogenesis.” <i>EMBO Journal</i>, vol. 29, no. 16, Wiley-Blackwell, 2010, pp. 2753–68, doi:<a href=\"https://doi.org/10.1038/emboj.2010.182\">10.1038/emboj.2010.182</a>.","chicago":"Papusheva, Ekaterina, and Carl-Philipp J Heisenberg. “Spatial Organization of Adhesion: Force-Dependent Regulation and Function in Tissue Morphogenesis.” <i>EMBO Journal</i>. Wiley-Blackwell, 2010. <a href=\"https://doi.org/10.1038/emboj.2010.182\">https://doi.org/10.1038/emboj.2010.182</a>.","ieee":"E. Papusheva and C.-P. J. Heisenberg, “Spatial organization of adhesion: force-dependent regulation and function in tissue morphogenesis,” <i>EMBO Journal</i>, vol. 29, no. 16. Wiley-Blackwell, pp. 2753–2768, 2010.","ista":"Papusheva E, Heisenberg C-PJ. 2010. Spatial organization of adhesion: force-dependent regulation and function in tissue morphogenesis. EMBO Journal. 29(16), 2753–2768."},"type":"journal_article","author":[{"last_name":"Papusheva","full_name":"Papusheva, Ekaterina","first_name":"Ekaterina","id":"41DB591E-F248-11E8-B48F-1D18A9856A87"},{"last_name":"Heisenberg","first_name":"Carl-Philipp J","full_name":"Heisenberg, Carl-Philipp J","id":"39427864-F248-11E8-B48F-1D18A9856A87","orcid":"0000-0002-0912-4566"}],"day":"18","publisher":"Wiley-Blackwell","status":"public","intvolume":"        29","publication":"EMBO Journal","quality_controlled":"1","department":[{"_id":"Bio"},{"_id":"CaHe"}],"page":"2753 - 2768","date_created":"2018-12-11T12:07:17Z","month":"08"},{"title":"Ist Bibliothek 2.0 überhaupt noch relevant? – Eine Einleitung in das Handbuch","citation":{"mla":"Bergmann, Julia, and Patrick Danowski. “Ist Bibliothek 2.0 Überhaupt Noch Relevant? – Eine Einleitung in Das Handbuch.” <i>Handbuch Bibliothek 2.0</i>, edited by Julia Bergmann and Patrick Danowski, De Gruyter, 2010, pp. 5–20, doi:<a href=\"https://doi.org/10.1515/9783110232103\">10.1515/9783110232103</a>.","chicago":"Bergmann, Julia, and Patrick Danowski. “Ist Bibliothek 2.0 Überhaupt Noch Relevant? – Eine Einleitung in Das Handbuch.” In <i>Handbuch Bibliothek 2.0</i>, edited by Julia Bergmann and Patrick Danowski, 5–20. Bibliotheks- Und Informationspraxis 41. De Gruyter, 2010. <a href=\"https://doi.org/10.1515/9783110232103\">https://doi.org/10.1515/9783110232103</a>.","ista":"Bergmann J, Danowski P. 2010.Ist Bibliothek 2.0 überhaupt noch relevant? – Eine Einleitung in das Handbuch. In: Handbuch Bibliothek 2.0. , 5–20.","ieee":"J. Bergmann and P. Danowski, “Ist Bibliothek 2.0 überhaupt noch relevant? – Eine Einleitung in das Handbuch,” in <i>Handbuch Bibliothek 2.0</i>, J. Bergmann and P. Danowski, Eds. De Gruyter, 2010, pp. 5–20.","ama":"Bergmann J, Danowski P. Ist Bibliothek 2.0 überhaupt noch relevant? – Eine Einleitung in das Handbuch. In: Bergmann J, Danowski P, eds. <i>Handbuch Bibliothek 2.0</i>. Bibliotheks- und Informationspraxis 41. De Gruyter; 2010:5-20. doi:<a href=\"https://doi.org/10.1515/9783110232103\">10.1515/9783110232103</a>","apa":"Bergmann, J., &#38; Danowski, P. (2010). Ist Bibliothek 2.0 überhaupt noch relevant? – Eine Einleitung in das Handbuch. In J. Bergmann &#38; P. Danowski (Eds.), <i>Handbuch Bibliothek 2.0</i> (pp. 5–20). De Gruyter. <a href=\"https://doi.org/10.1515/9783110232103\">https://doi.org/10.1515/9783110232103</a>","short":"J. Bergmann, P. Danowski, in:, J. Bergmann, P. Danowski (Eds.), Handbuch Bibliothek 2.0, De Gruyter, 2010, pp. 5–20."},"author":[{"last_name":"Bergmann","full_name":"Bergmann, Julia","first_name":"Julia"},{"id":"2EBD1598-F248-11E8-B48F-1D18A9856A87","orcid":"0000-0002-6026-4409","full_name":"Danowski, Patrick","first_name":"Patrick","last_name":"Danowski"}],"type":"book_chapter","day":"23","doi":"10.1515/9783110232103","ddc":["020"],"language":[{"iso":"eng"}],"page":"5 - 20","date_created":"2018-12-11T12:08:21Z","series_title":"Bibliotheks- und Informationspraxis 41","month":"09","publisher":"De Gruyter","status":"public","publication":"Handbuch Bibliothek 2.0","department":[{"_id":"E-Lib"}],"quality_controlled":"1","editor":[{"first_name":"Julia","full_name":"Bergmann, Julia","last_name":"Bergmann"},{"id":"2EBD1598-F248-11E8-B48F-1D18A9856A87","orcid":"0000-0002-6026-4409","last_name":"Danowski","full_name":"Danowski, Patrick","first_name":"Patrick"}],"has_accepted_license":"1","year":"2010","oa_version":"Published Version","publist_id":"1235","user_id":"4435EBFC-F248-11E8-B48F-1D18A9856A87","date_updated":"2021-01-12T07:56:15Z","_id":"4339","abstract":[{"lang":"ger","text":"Mit diesem Buch möchten wir einen Überblick der aktuellen Diskussion zum Thema Bibliothek 2.0 geben und den Stand der tatsächlichen Umsetzung der Web 2.0-Ansätze in deutschsprachigen Bibliotheken beleuchten. An dieser Stelle ist die Frage erlaubt, warum es zu einer Zeit, in der es bereits die ersten \"Web 3.0\"- Konferenzen gibt, eines Handbuches der Bibliothek 2.0 noch bedarf. Und warum es überhaupt ein deutschsprachiges Handbuch zur Bibliothek 2.0 braucht, wo es doch bereits verschiedenste Publikationen zu diesem Thema aus anderen Ländern, insbesondere des angloamerikanischen Raums gibt. Ist dazu nicht bereits alles gesagt?"}],"date_published":"2010-09-23T00:00:00Z","file":[{"creator":"system","file_size":567580,"file_name":"IST-2012-12-v1+1_9783110232103.5.pdf","access_level":"open_access","date_updated":"2020-07-14T12:46:27Z","checksum":"d42cedd48fffa85d75046f396a309fc3","file_id":"5123","relation":"main_file","content_type":"application/pdf","date_created":"2018-12-12T10:15:06Z"}],"oa":1,"publication_status":"published","tmp":{"legal_code_url":"https://creativecommons.org/licenses/by/4.0/legalcode","name":"Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)","image":"/images/cc_by.png","short":"CC BY (4.0)"},"pubrep_id":"12","file_date_updated":"2020-07-14T12:46:27Z"},{"doi":"10.1515/9783110232103","language":[{"iso":"ger"}],"type":"book_editor","alternative_title":["Bibliotheks- und Informationspraxis"],"day":"01","title":"Handbuch Bibliothek 2.0","citation":{"ista":"Danowski P, Bergmann J eds. 2010. Handbuch Bibliothek 2.0, De Gruyter, 405p.","ieee":"P. Danowski and J. Bergmann, Eds., <i>Handbuch Bibliothek 2.0</i>, vol. 41. De Gruyter, 2010.","chicago":"Danowski, Patrick, and Julia Bergmann, eds. <i>Handbuch Bibliothek 2.0</i>. Vol. 41. Bibliothekspraxis. De Gruyter, 2010. <a href=\"https://doi.org/10.1515/9783110232103\">https://doi.org/10.1515/9783110232103</a>.","mla":"Danowski, Patrick, and Julia Bergmann, editors. <i>Handbuch Bibliothek 2.0</i>. Vol. 41, De Gruyter, 2010, doi:<a href=\"https://doi.org/10.1515/9783110232103\">10.1515/9783110232103</a>.","short":"P. Danowski, J. Bergmann, eds., Handbuch Bibliothek 2.0, De Gruyter, 2010.","apa":"Danowski, P., &#38; Bergmann, J. (Eds.). (2010). <i>Handbuch Bibliothek 2.0</i> (Vol. 41). De Gruyter. <a href=\"https://doi.org/10.1515/9783110232103\">https://doi.org/10.1515/9783110232103</a>","ama":"Danowski P, Bergmann J, eds. <i>Handbuch Bibliothek 2.0</i>. Vol 41. De Gruyter; 2010. doi:<a href=\"https://doi.org/10.1515/9783110232103\">10.1515/9783110232103</a>"},"status":"public","department":[{"_id":"E-Lib"}],"quality_controlled":"1","publisher":"De Gruyter","series_title":"Bibliothekspraxis","date_created":"2018-12-11T12:08:23Z","month":"09","page":"405","publication_identifier":{"isbn":["9-783-1102-3209-7"],"eisbn":["9-783-1102-3210-3"]},"user_id":"8b945eb4-e2f2-11eb-945a-df72226e66a9","date_updated":"2021-12-22T14:41:57Z","year":"2010","oa_version":"Published Version","publist_id":"1228","editor":[{"last_name":"Danowski","first_name":"Patrick","full_name":"Danowski, Patrick","orcid":"0000-0002-6026-4409","id":"2EBD1598-F248-11E8-B48F-1D18A9856A87"},{"last_name":"Bergmann","first_name":"Julia","full_name":"Bergmann, Julia"}],"tmp":{"legal_code_url":"https://creativecommons.org/licenses/by/4.0/legalcode","name":"Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)","image":"/images/cc_by.png","short":"CC BY (4.0)"},"volume":" 41","oa":1,"main_file_link":[{"url":"https://www.degruyter.com/document/doi/10.1515/9783110232103/html","open_access":"1"}],"publication_status":"published","abstract":[{"text":"With the term \"Library 2.0\" the editors mean an institution which applies the principles of the Web 2.0 such as openness, re-use, collaboration and interaction in the entire organization. Libraries are extending their service offerings and work processes to include the potential of Web 2.0 technologies. This changes the job description and self-image of librarians. The collective volume offers a complete overview of the topic Library 2.0 and the current state of developments from a technological, sociological, information theoretical and practice-oriented perspective.","lang":"eng"}],"_id":"4346","date_published":"2010-09-01T00:00:00Z","article_processing_charge":"No"}]