Concepedia

Comparative analysis of strategies for feature extraction and classification in SSVEP BCIs

Sarah N. Carvalho, Thiago Bulhões da Silva Costa, Luisa Fernanda Suárez Uribe, Diogo C. Soriano, Glauco Ferreira Gazel Yared, Luis Cláudius Coradine, Romis Attux

Biomedical Signal Processing and Control · 2015 · 88 citations · 33 references

Open access

Concepts

ComputingComputer EngineeringComputer ScienceComputer VisionFeature EngineeringNeural EngineeringBrain-computer InterfacesElectroencephalogram AnalysisElectroencephalographyFeature ExtractionFeature SelectionPattern RecognitionAudio Feature ExtractionBrain-computer Interface ClassificationBrain-computer Interface Signal AnalysisBrain-computer Interface Signal ProcessingClassification Algorithms For Brain-computer InterfacesEeg Feature ExtractionEeg Signal Processing

References

33

Pattern Recognition and Machine Learning

Journal of Electronic Imaging · 2007 · 22.1K citations

Computing, Computer Engineering, Computer Science +14

Neural networks for pattern recognition

Choice Reviews Online · 1994 · 18.7K citations

Computing, Computer Science, Computer Vision +13

A Tutorial on Support Vector Machines for Pattern Recognition

Christopher J. C. Burges · Data Mining and Knowledge Discovery · 1998 · 16.4K citations

Computing, Computer Science, Data Mining +13

The use of fast Fourier transform for the estimation of power spectra: A method based on time averaging over short, modified periodograms

P. D. Welch · IEEE Transactions on Audio and Electroacoustics · 1967 · 12K citations

Engineering, Electrical Engineering, Statistical Computing +16

Wrappers for feature subset selection

Ron Kohavi, George H. John · Artificial Intelligence · 1997 · 8.9K citations

Computing, Computer Science, Data Science +10