Collection of Selected Papers of the III International Conference on Information Technology and Nanotechnology 2017
DOI: 10.18287/1613-0073-2017-1902-18-24
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High-performance DTW-based signals comparison for the brain electroencephalograms analysis

Abstract: Automatic analysis of electroencephalograms (EEGs) is one of the promising areas of research, which results can be used, in particular, to build systems of mental control of objects. The Dynamic Time Warping procedure (DTW) is used in this work for comparing signals representing EEG. An important feature of the problem we are considering is the need for multiple comparison of signals at the stage of machine learning, which requires enormous computational costs. We propose a parallel algorithm that was implemen… Show more

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