EEG-Based Classification of the Driver Alertness State

GMLVQ (Generalized Matrix Relevance Learning Vector Quantization) is a method of machine learning with an adaptive metric. While training, the prototype vectors as well as the weight matrix of the metric are adapted simultaneously. The method is presented in more detail and compared with other machi...

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Bibliographic Details
Published in:Current Directions in Biomedical Engineering
Main Authors: Golz Martin, Thomas Sebastian, Schenka Adolf
Format: Article
Language:English
Published: De Gruyter 2020-09-01
Subjects:
Online Access:https://doi.org/10.1515/cdbme-2020-3091