EEG-based communication: a pattern recognition approach
- PMID: 10896191
- DOI: 10.1109/86.847820
EEG-based communication: a pattern recognition approach
Abstract
We present an overview of our research into brain-computer interfacing (BCI). This comprises an offline study of the effect of motor imagery on EEG and an online study that uses pattern classifiers incorporating parameter uncertainty and temporal information to discriminate between different cognitive tasks in real-time.
Similar articles
-
Current trends in Graz Brain-Computer Interface (BCI) research.IEEE Trans Rehabil Eng. 2000 Jun;8(2):216-9. doi: 10.1109/86.847821. IEEE Trans Rehabil Eng. 2000. PMID: 10896192
-
Brain-computer interface research at the Wadsworth Center.IEEE Trans Rehabil Eng. 2000 Jun;8(2):222-6. doi: 10.1109/86.847823. IEEE Trans Rehabil Eng. 2000. PMID: 10896194
-
Linear classification of low-resolution EEG patterns produced by imagined hand movements.IEEE Trans Rehabil Eng. 2000 Jun;8(2):186-8. doi: 10.1109/86.847810. IEEE Trans Rehabil Eng. 2000. PMID: 10896181
-
Motor imagery and EEG-based control of spelling devices and neuroprostheses.Prog Brain Res. 2006;159:393-409. doi: 10.1016/S0079-6123(06)59025-9. Prog Brain Res. 2006. PMID: 17071244 Review.
-
[Discrimination between left and right hand movement imagery event-releated EEG pattern].Sheng Wu Yi Xue Gong Cheng Xue Za Zhi. 2004 Dec;21(6):1031-4. Sheng Wu Yi Xue Gong Cheng Xue Za Zhi. 2004. PMID: 15646359 Review. Chinese.
Cited by
-
Determining Optimal Feature-Combination for LDA Classification of Functional Near-Infrared Spectroscopy Signals in Brain-Computer Interface Application.Front Hum Neurosci. 2016 May 25;10:237. doi: 10.3389/fnhum.2016.00237. eCollection 2016. Front Hum Neurosci. 2016. PMID: 27252637 Free PMC article.
-
Brain-Computer Interface: Advancement and Challenges.Sensors (Basel). 2021 Aug 26;21(17):5746. doi: 10.3390/s21175746. Sensors (Basel). 2021. PMID: 34502636 Free PMC article. Review.
-
Hybrid EEG-fNIRS Asynchronous Brain-Computer Interface for Multiple Motor Tasks.PLoS One. 2016 Jan 5;11(1):e0146610. doi: 10.1371/journal.pone.0146610. eCollection 2016. PLoS One. 2016. PMID: 26730580 Free PMC article.
-
A New Generation of Brain-Computer Interfaces Driven by Discovery of Latent EEG-fMRI Linkages Using Tensor Decomposition.Front Neurosci. 2017 Jun 7;11:246. doi: 10.3389/fnins.2017.00246. eCollection 2017. Front Neurosci. 2017. PMID: 28638316 Free PMC article.
-
Multiple modes of impulsivity in Parkinson's disease.PLoS One. 2014 Jan 21;9(1):e85747. doi: 10.1371/journal.pone.0085747. eCollection 2014. PLoS One. 2014. PMID: 24465678 Free PMC article.
Publication types
MeSH terms
LinkOut - more resources
Full Text Sources