نتایج جستجو برای: eeg classification
تعداد نتایج: 521471 فیلتر نتایج به سال:
Brain-computer interfaces (BCIs) translate oscillatory electroencephalogram (EEG) patterns into action. Different mental activities modulate spontaneous EEG rhythms in various ways. Non-stationarity and inherent variability of EEG signals, however, make reliable recognition of modulated EEG patterns challenging. Able-bodied individuals who use a BCI for the first time achieve - on average - bin...
Neuromarketing is a modern marketing research technique whereby consumers’ behavior analyzed using neuroscientific approaches. In this work, an EEG database of responses to image advertisements was created, processed, and studied with the goal building predictive models that can classify preference based on their data. Several types analysis were performed three classifier algorithms, namely, S...
Differential diagnosis of Alzheimer's disease (AD) and dementia with Lewy bodies (DLB) remains challenging; currently the best discriminator is striatal dopaminergic imaging. However this modality fails to identify 15-20% of DLB cases and thus other biomarkers may be useful. It is recognised electroencephalography (EEG) slowing and relative medial temporal lobe preservation are supportive featu...
Recently, emotion classification from EEG data has attracted much attention with the rapid development of dry electrode techniques, machine learning algorithms, and various real-world applications of brain– computer interface for normal people. Until now, however, researchers had little understanding of the details of relationship between different emotional states and various EEG features. To ...
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