Articles with "dwt cnn" as a keyword



Improving EEG classification of alcoholic and control subjects using DWT-CNN-BiGRU with various noise filtering techniques

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Published in 2025 at "Frontiers in Neuroinformatics"

DOI: 10.3389/fninf.2025.1618050

Abstract: Electroencephalogram (EEG) signal analysis plays a vital role in diagnosing and monitoring alcoholism, where accurate classification of individuals into alcoholic and control groups is essential. However, the inherent noise and complexity of EEG signals pose… read more here.

Keywords: classification; dwt cnn; cnn bigru; alcoholic control ... See more keywords