Spike detection and sorting: combining algebraic differentiations with ICAReport as inadecuate




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1 ALIEN - Algebra for Digital Identification and Estimation Inria Lille - Nord Europe, Inria Saclay - Ile de France, Ecole Centrale de Lille, Polytechnique - X, CNRS - Centre National de la Recherche Scientifique : UMR8146

Abstract : A new method for action potentials detection is proposed. The method is based on a numerical differentiation, as recently intro- duced from operational calculus. We show that it has good performance as compared to existing methods. We also combine the proposed method with ICA in order to obtain spike sorting.





Author: Zoran Tiganj - Mamadou Mboup -

Source: https://hal.archives-ouvertes.fr/



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