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- W1923642214 abstract "Spike sorting algorithms aim at decomposing complex extracellularly recorded electrical signals to independent events from single neurons in the vicinity of electrode. The decision about the actual number of active neurons in a neural recording is still an open issue, with sparsely firing neurons and background activity the most influencing factors. We introduce a graph-theoretical algorithmic procedure that successfully resolves this issue. Dimensionality reduction coupled with a modern, efficient and progressively-executable clustering routine proved to achieve higher performance standards than popular spike sorting methods. Our method is validated extensively using simulated data for different levels of SNR." @default.
- W1923642214 created "2016-06-24" @default.
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- W1923642214 date "2010-01-01" @default.
- W1923642214 modified "2023-09-28" @default.
- W1923642214 title "Spike Sorting based on Dominant-Sets clustering" @default.
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- W1923642214 doi "https://doi.org/10.1007/978-3-642-13039-7_2" @default.
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