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Computationally efficient neural network classifiers for next generation closed loop neuromodulation therapy – a case study in epilepsy

This work explores the potential utility of neural network classifiers for real-time classification of field-potential based biomarkers in next-generation responsive neuromodulation systems. Compared to classical filter-based classifiers, neural networks offer an ease of patient-specific parameter t...

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Detalhes bibliográficos
Publicado no:Annu Int Conf IEEE Eng Med Biol Soc
Main Authors: Kavoosi, Ali, Toth, Robert, Benjaber, Moaad, Zamora, Mayela, Valentín, Antonio, Sharott, Andrew, Denison, Timothy
Formato: Artigo
Idioma:Inglês
Publicado em: 2022
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7613668/
https://ncbi.nlm.nih.gov/pubmed/36085909
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/EMBC48229.2022.9871793
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