Improved space breakdown method – A robust clustering technique for spike sorting

Improved space breakdown method – A robust clustering technique for spike sorting

Space Breakdown Method (SBM) is a clustering algorithm that was developed specifically for low-dimensional neuronal spike sorting. Cluster overlap and imbalance are common characteristics of neuronal data that produce difficulties for clustering methods. SBM is able to identify overlapping clusters...

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Bibliographic Details
Main Authors: Eugen-Richard Ardelean, Ana-Maria Ichim, Mihaela Dînşoreanu, Raul Cristian Mureşan
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-02-01
Series:Frontiers in Computational Neuroscience
Subjects:
clustering
density
grid
spike sorting
machine learning
overlapping clusters
Online Access:https://www.frontiersin.org/articles/10.3389/fncom.2023.1019637/full

Internet

https://www.frontiersin.org/articles/10.3389/fncom.2023.1019637/full

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