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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Bibliographic Details
Main Authors: Yu, Bo, Mak, Terrence, Li, Xiangyu, Smith, Leslie, Sun, Yihe, Poon, Chi-Sang
Other Authors: Harvard University--MIT Division of Health Sciences and Technology
Format: Article
Language:English
Published: BioMed Central Ltd 2012
Online Access:http://hdl.handle.net/1721.1/71767