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Employing ICA and SOM for spike sorting of multielectrode recordings from CNS

✍ Scribed by Thomas Hermle; Cornelius Schwarz; Martin Bogdan


Book ID
113747675
Publisher
Elsevier Science
Year
2004
Tongue
English
Weight
295 KB
Volume
98
Category
Article
ISSN
0928-4257

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Employing ICA and SOM for spike sorting
✍ Thomas Hermle; Cornelius Schwarz; Martin Bogdan πŸ“‚ Article πŸ“… 2004 πŸ› Elsevier Science 🌐 English βš– 295 KB

For classification of action potential shapes in multineuron recordings, we present a spike sorting system employing independent component analysis (ICA) and an unsupervised artificial neural network (Kohonen's self-organizing map, SOM). We focus on how ICA in the first stage of the spike sorting sy