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.

Book Chapter | Published | English

No fulltext has been uploaded

Author
; ; ; ; ; ; ;
Book Editor
Rickheit, G. ; Wachsmuth, I.
Abstract
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.
Publishing Year
PUB-ID

Cite this

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, 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, ed. G. Rickheit and I. Wachsmuth 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.
This data publication is cited in the following publications:
This publication cites the following data publications:

Export

0 Marked Publications

Open Data PUB

Search this title in

Google Scholar
ISBN Search