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Accurate spike sorting for multi-unit recordings

✍ Scribed by Takashi Takekawa; Yoshikazu Isomura; Tomoki Fukai

Book ID
109028095
Publisher
John Wiley and Sons
Year
2010
Tongue
English
Weight
653 KB
Volume
31
Category
Article
ISSN
0953-816X

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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