Concepedia

Hidden Markov models for online classification of single trial EEG data

B. Obermaier, Christoph Guger, Christa Neuper, G. Pfurtscheller

Pattern Recognition Letters · 2001 · 236 citations · 24 references

Concepts

EngineeringData ScienceNeuroscienceComputational NeuroscienceMachine LearningTime Series AnalysisElectroencephalogram AnalysisElectroencephalographyEvent-related PotentialsHidden Markov ModelsMarkov ProcessesSeizure ClassificationEeg Feature ExtractionEeg Signal ProcessingElectroencephalogram ClassificationElectroencephalographic Pattern ClassificationHidden Markov Model TrainingOnline Time Series ClassificationScalp Electroencephalography Classification

References

24

Maximum Likelihood from Incomplete Data Via the <i>EM</i> Algorithm

A. P. Dempster, N. M. Laird, Donald B. Rubin · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1977 · 49.7K citations

Public Health, Biostatistics, Bayesian Data Analysis +16

Neural networks for pattern recognition

Choice Reviews Online · 1994 · 18.7K citations

Computing, Computer Science, Computer Vision +13

Optimal spatial filtering of single trial EEG during imagined hand movement

Herbert Ramoser, Johannes Müller-Gerking, G. Pfurtscheller · IEEE Transactions on Rehabilitation Engineering · 2000 · 2.4K citations

Engineering, Neuroscience, Cognitive Neuroscience +16

On a measure of divergence between two statistical populations defined by their probability distributions

Ayan Bhattacharyya · Medical Entomology and Zoology · 1943 · 2K citations

Natural Sciences, Biology, Evolutionary Biology +12

EEG analysis based on time domain properties

Bo Hjorth · Electroencephalography and Clinical Neurophysiology · 1970 · 1.5K citations

Engineering, Electrical Engineering, Neuroscience +14