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Stream-based Hebbian eigenfilter for real-time neuronal spike discrimination

BACKGROUND: Principal component analysis (PCA) has been widely employed for automatic neuronal spike sorting. Calculating principal components (PCs) is computationally expensive, and requires complex numerical operations and large memory resources. Substantial hardware resources are therefore needed...

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Detalles Bibliográficos
Autores principales: Yu, Bo, Mak, Terrence, Li, Xiangyu, Smith, Leslie, Sun, Yihe, Poon, Chi-Sang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3352240/
https://www.ncbi.nlm.nih.gov/pubmed/22490725
http://dx.doi.org/10.1186/1475-925X-11-18