A Time-Series Prediction Approach for Feature Extraction in a Brain–Computer Interface

IEEE Transactions on Neural Systems and Rehabilitation Engineering ◽

10.1109/tnsre.2005.857690 ◽

2005 ◽

Vol 13 (4) ◽

pp. 461-467 ◽

Author(s):

D. Coyle ◽

G. Prasad ◽

T.M. McGinnity

Keyword(s):

Time Series ◽

Feature Extraction ◽

Brain Computer Interface ◽

Time Series Prediction ◽

Computer Interface ◽

Prediction Approach

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Creating a Nonparametric Brain-Computer Interface with Neural Time-Series Prediction Preprocessing

2006 International Conference of the IEEE Engineering in Medicine and Biology Society ◽

10.1109/iembs.2006.4397872 ◽

2006 ◽

Author(s):

Damien Coyle ◽

Thomas M. McGinnity ◽

Girijesh Prasad

Keyword(s):

Time Series ◽

Brain Computer Interface ◽

Time Series Prediction ◽

Computer Interface

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Improving Signal Separability and Inter-Session Stability for a Brain-Computer Interface by Time-Series-Prediction-Preprocessing

2005 IEEE Engineering in Medicine and Biology 27th Annual Conference ◽

10.1109/iembs.2005.1615706 ◽

2005 ◽

Author(s):

D. Coyle ◽

G. Prasad ◽

T.M. McGinnity

Keyword(s):

Time Series ◽

Brain Computer Interface ◽

Time Series Prediction ◽

Computer Interface

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Identifying Local Ultrametricity of EEG Time Series for Feature Extraction in a Brain-Computer Interface

2007 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society ◽

10.1109/iembs.2007.4352387 ◽

2007 ◽

Author(s):

Damien Coyle ◽

Thomas M. McGinnity ◽

Girijesh Prasad

Keyword(s):

Time Series ◽

Feature Extraction ◽

Brain Computer Interface ◽

Computer Interface

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Creating a Nonparametric Brain-Computer Interface with Neural Time-Series Prediction Preprocessing

2006 International Conference of the IEEE Engineering in Medicine and Biology Society ◽

10.1109/iembs.2006.260626 ◽

2006 ◽

Author(s):

Damien Coyle ◽

Thomas M. McGinnity ◽

Girijesh Prasad

Keyword(s):

Time Series ◽

Brain Computer Interface ◽

Time Series Prediction ◽

Computer Interface

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Extracting features for a brain-computer interface by self-organising fuzzy neural network-based time series prediction

The 26th Annual International Conference of the IEEE Engineering in Medicine and Biology Society ◽

10.1109/iembs.2004.1404216 ◽

2005 ◽

Author(s):

D. Coyle ◽

G. Prasad ◽

T.M. McGinnity

Keyword(s):

Neural Network ◽

Time Series ◽

Fuzzy Neural Network ◽

Brain Computer Interface ◽

Time Series Prediction ◽

Computer Interface ◽

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Neural time-series prediction preprocessing meets common spatial patterns in a brain-computer interface

2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society ◽

10.1109/iembs.2008.4649739 ◽

2008 ◽

Author(s):

Damien Coyle ◽

Abdul Satti ◽

Girijesh Prasad ◽

Thomas M. McGinnity

Keyword(s):

Time Series ◽

Spatial Patterns ◽

Brain Computer Interface ◽

Time Series Prediction ◽

Computer Interface ◽

Common Spatial Patterns

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Feature extraction using wavelet entropy and band powers in brain-computer interface

2010 2nd International Conference on Signal Processing Systems ◽

10.1109/icsps.2010.5555724 ◽

2010 ◽

Author(s):

Haibin Zhao ◽

Chong Liu ◽

Chunsheng Li ◽

Hong Wang

Keyword(s):

Feature Extraction ◽

Brain Computer Interface ◽

Computer Interface ◽

Wavelet Entropy

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Feature Extraction from EEG Data for a P300 Based Brain-Computer Interface

Lecture Notes in Computer Science - Trends and Applications in Knowledge Discovery and Data Mining ◽

10.1007/978-3-319-67274-8_4 ◽

2017 ◽

pp. 39-50 ◽

Author(s):

Ali Hajian ◽

Suet-Peng Yong

Keyword(s):

Feature Extraction ◽

Brain Computer Interface ◽

Computer Interface ◽

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Feature extraction in development of brain-computer interface: a case study

Proceedings of the 20th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. Vol.20 Biomedical Engineering Towards the Year 2000 and Beyond (Cat. No.98CH36286) ◽

10.1109/iembs.1998.747011 ◽

2002 ◽

Author(s):

M. Polak ◽

A. Kostov

Keyword(s):

Feature Extraction ◽

Brain Computer Interface ◽

Computer Interface

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Enhancing Feature Extraction with Sparse Component Analysis for Brain-Computer Interface

2005 IEEE Engineering in Medicine and Biology 27th Annual Conference ◽

10.1109/iembs.2005.1615686 ◽

2005 ◽

Author(s):

Yuanqing Li ◽

Cuntai Guan ◽

Jianzhao Qin

Keyword(s):

Feature Extraction ◽

Brain Computer Interface ◽

Component Analysis ◽

Computer Interface ◽

Sparse Component Analysis

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