Pattern Recognition in EEG

The term ‘pattern recognition’ requires definition as a variety of meanings is currently in use. Even within a single discipline there may exist several kinds of processes to which the name pattern recognition’ is applied. As the term suggests, there are two concepts to be considered. Firstly, the definition of a pattern and, secondly the manner of its recognition or detection. Three alternative definitions are now presented, as a basis for discussion, but it is recognised that further kinds of pattern exist.

[1]  Nils J. Nilsson,et al.  Learning Machines: Foundations of Trainable Pattern-Classifying Systems , 1965 .

[2]  C A Caceres,et al.  Pattern reading of the clinical electroencephalogram with a digital computer. , 1967, Electroencephalography and clinical neurophysiology.

[3]  W. R. Adey,et al.  Discriminating among states of consciousness by EEG measurements. A study of four subjects. , 1967, Electroencephalography and clinical neurophysiology.

[4]  Denis Williams.  THE SIGNIFICANCE OF AN ABNORMAL ELECTROENCEPHALOGRAM , 1941, Journal of neurology and psychiatry.

[5]  R. D. Joseph,et al.  Pattern recognition of EEG-EOG as a technique for all-night sleep stage scoring. , 1972, Electroencephalography and clinical neurophysiology.

[6]  B. Hjorth.  EEG analysis based on time domain properties. , 1970, Electroencephalography and clinical neurophysiology.

[7]  P. Prior,et al.  Electroencephalographic Prediction of Fatal Anoxic Brain Damage after Resuscitation from Cardiac Arrest , 1970, British medical journal.