Ontology highlight
ABSTRACT:
SUBMITTER: Shaeri M
PROVIDER: S-EPMC7327047 | biostudies-literature | 2020 Jun
REPOSITORIES: biostudies-literature
Shaeri MohammadAli M Sodagar Amir M AM
Nature communications 20200630 1
On-implant spike sorting methods employ static feature extraction/selection techniques to minimize the hardware cost. Here we propose a novel framework for real-time spike sorting based on dynamic selection of features. We select salient features that maximize the geometric-mean of between-class distances as well as the associated homogeneity index effectively to best discriminate spikes for classification. Wave-shape classification is performed based on a multi-label window discrimination appro ...[more]