Neuroinformatic Techniques in Cognitive Neuroscience of Language

Kaper M, Meinicke P, Müller HM, Weiss S, Bekel H, Hermann T, Saalbach A, Ritter H (2006)
In: Situational Communication. Rickheit G, Wachsmuth I (Eds); Trends in Linguistics. Studies and Monographs [TiLSM], 166. Berlin: Mouton de Gruyter: 265-286.

Sammelwerksbeitrag | Veröffentlicht | Englisch
 
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Autor*in
Kaper, Matthias; Meinicke, Peter; Müller, Horst M.UniBi ; Weiss, SabineUniBi ; Bekel, Holger; Hermann, ThomasUniBi ; Saalbach, Axel; Ritter, HelgeUniBi
Herausgeber*in
Rickheit, G.; Wachsmuth, I.
Abstract / Bemerkung
Processes of language comprehension can successfully be investigated by non-invasive electrophysiological techniques like electroencephalography (EEG). This article presents innovative applications of neuroinformatic techniques to EEG data analysis in the context of Cognitive Neuroscience of Language to gain deeper insights in the processes of the human brain. A variety of techniques ranging from principal component analysis (PCA), independent component analysis (ICA), coherence analysis, self-organizing maps (SOM), and sonification were employed to overcome the restrictions of traditional EEG data analysis, which only yield comparably rough ideas about brain processes. Our findings, for example, allow to provide insights in the variety within EEG data sets, perform single trial classification with high accuracy, and investigate communication processes between cell assemblies during language processing.
Erscheinungsjahr
2006
Buchtitel
Situational Communication
Serientitel
Trends in Linguistics. Studies and Monographs [TiLSM], 166
Seite(n)
265-286
ISBN
978-3-11-018897-4
Page URI
https://pub.uni-bielefeld.de/record/1970432

Zitieren

Kaper M, Meinicke P, Müller HM, et al. Neuroinformatic Techniques in Cognitive Neuroscience of Language. In: Rickheit G, Wachsmuth I, eds. Situational Communication. Trends in Linguistics. Studies and Monographs [TiLSM], 166. Berlin: Mouton de Gruyter; 2006: 265-286.
Kaper, M., Meinicke, P., Müller, H. M., Weiss, S., Bekel, H., Hermann, T., Saalbach, A., et al. (2006). Neuroinformatic Techniques in Cognitive Neuroscience of Language. In G. Rickheit & I. Wachsmuth (Eds.), Trends in Linguistics. Studies and Monographs [TiLSM], 166. Situational Communication (pp. 265-286). Berlin: Mouton de Gruyter.
Kaper, Matthias, Meinicke, Peter, Müller, Horst M., Weiss, Sabine, Bekel, Holger, Hermann, Thomas, Saalbach, Axel, and Ritter, Helge. 2006. “Neuroinformatic Techniques in Cognitive Neuroscience of Language”. In Situational Communication, ed. G. Rickheit and I. Wachsmuth, 265-286. Trends in Linguistics. Studies and Monographs [TiLSM], 166. Berlin: Mouton de Gruyter.
Kaper, M., Meinicke, P., Müller, H. M., Weiss, S., Bekel, H., Hermann, T., Saalbach, A., and Ritter, H. (2006). “Neuroinformatic Techniques in Cognitive Neuroscience of Language” in Situational Communication, Rickheit, G., and Wachsmuth, I. eds. Trends in Linguistics. Studies and Monographs [TiLSM], 166 (Berlin: Mouton de Gruyter), 265-286.
Kaper, M., et al., 2006. Neuroinformatic Techniques in Cognitive Neuroscience of Language. In G. Rickheit & I. Wachsmuth, eds. Situational Communication. Trends in Linguistics. Studies and Monographs [TiLSM], 166. Berlin: Mouton de Gruyter, pp. 265-286.
M. Kaper, et al., “Neuroinformatic Techniques in Cognitive Neuroscience of Language”, Situational Communication, G. Rickheit and I. Wachsmuth, eds., Trends in Linguistics. Studies and Monographs [TiLSM], 166, Berlin: Mouton de Gruyter, 2006, pp.265-286.
Kaper, M., Meinicke, P., Müller, H.M., Weiss, S., Bekel, H., Hermann, T., Saalbach, A., Ritter, H.: Neuroinformatic Techniques in Cognitive Neuroscience of Language. In: Rickheit, G. and Wachsmuth, I. (eds.) Situational Communication. Trends in Linguistics. Studies and Monographs [TiLSM], 166. p. 265-286. Mouton de Gruyter, Berlin (2006).
Kaper, Matthias, Meinicke, Peter, Müller, Horst M., Weiss, Sabine, Bekel, Holger, Hermann, Thomas, Saalbach, Axel, and Ritter, Helge. “Neuroinformatic Techniques in Cognitive Neuroscience of Language”. Situational Communication. Ed. G. Rickheit and I. Wachsmuth. Berlin: Mouton de Gruyter, 2006. Trends in Linguistics. Studies and Monographs [TiLSM], 166. 265-286.
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Teil von PUB Eintrag
Situated Communication
Rickheit G, Wachsmuth I (Eds) (2006) Trends in Linguistics. Studies and Monographs [TiLSM]; 166.
Berlin: Mouton de Gruyter.
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