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Detection of attention state in children with autism spectrum disorder based on neural network classification of electroencephalograms

Detection of attention state in children with autism spectrum disorder based on neural network classification of electroencephalograms

Autism spectrum disorder (ASD) is a neurological condition characterized by impairments in social interaction. This diagnosis carries economic and social implications due to its high prevalence and associated morbidity. Data from electroencephalogram (EEG) sensors is numerical and serves as the inpu...

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Huvudupphovsmän: Lyakhov, P. A., Ляхов, П. А., Lyakhova, U. A., Ляхова, У. А., Baboshina, V. A., Бабошина, В. А., Baryshev, V. V., Барышев, В. В., Nagornov, N. N., Нагорнов, Н. Н.
Materialtyp: Статья
Språk:English
Publicerad: Saint Petersburg State University 2025
Ämnen:
Autism spectrum disorder
Processing from electroencephalogram
Electroencephalogram
Ensembling
Multilayer linear perceptron
Neural network
Länkar:https://dspace.ncfu.ru/handle/123456789/30648
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