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Liu et al., 2014 - Google Patents

Real-time subject-dependent EEG-based emotion recognition algorithm

Liu et al., 2014

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Document ID
2068774216129800308
Author
Liu Y
Sourina O
Publication year
Publication venue
Transactions on Computational Science XXIII: Special Issue on Cyberworlds

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In this paper, we proposed a real-time subject-dependent EEG-based emotion recognition algorithm and tested it on experiments' databases and the benchmark database DEAP. The algorithm consists of two parts: feature extraction and data classification with Support Vector …
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  • 238000004422 calculation algorithm 0 title abstract description 71

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    • A61B5/72Signal processing specially adapted for physiological signals or for diagnostic purposes
    • A61B5/7235Details of waveform analysis
    • A61B5/7253Details of waveform analysis characterised by using transforms
    • A61B5/7257Details of waveform analysis characterised by using transforms using Fourier transforms
    • AHUMAN NECESSITIES
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    • A61B5/04Detecting, measuring or recording bioelectric signals of the body of parts thereof
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    • A61B5/16Devices for psychotechnics; Testing reaction times; Devices for evaluating the psychological state
    • A61B5/165Evaluating the state of mind, e.g. depression, anxiety
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