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

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

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<p>Abstract</p> <p>Background</p> <p>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 resourc...

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Bibliographic Details
Main Authors: Yu Bo, Mak Terrence, Li Xiangyu, Smith Leslie, Sun Yihe, Poon Chi-Sang
Format: Article
Language:English
Published: BMC 2012-04-01
Series:BioMedical Engineering OnLine
Subjects:
Brain-machine interface
Spike sorting
Hebbian eigenfilter
Hardware
Principal component analysis
Online Access:http://www.biomedical-engineering-online.com/content/11/1/18
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