ArticleThe open biomedical engineering journal2014
Quality metrics of spike sorting using neighborhood components analysis.
Article in The open biomedical engineering journal, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Who cites it
5 citing papers in PubMed, 11 citations in OpenAlex.
- Induced neural phase precession through exogenous electric fields.Nature communications · 2024Article
- Induced neural phase precession through exogeneous electric fields.bioRxiv : the preprint server for biology · 2023Article
- Bayesian prediction of psychophysical detection responses from spike activity in the rat sensorimotor cortex.Journal of computational neuroscience · 2023Article
- Translational Organic Neural Interface Devices at Single Neuron Resolution.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2022Article
- Transcranial alternating current stimulation can disrupt or reestablish neural entrainment in parkinsonian motor cortex.Brain stimulationArticle
Corrections and comments
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Authors and funding
3 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
While an electrode has allowed for simultaneously recording the activity of many neurons in microelectrode extracellular recording techniques, quantitative metrics of cluster quality after sorting to identify clusters suited for single unit analysis are lacking. In this paper, an objective measure based on the idea of neighborhood component analysis was described for evaluating cluster quality of spikes. The proposed method was tested with experimental and simulated extracellular recordings as well as compared to isolation distance and L ratio. The results of simulation and real data from the rodent primary visual cortex have shown that values of the proposed method were related to the accuracy of spike sorting, which could discriminate well- and poorly-separated clusters. It can apply on any study based on the activity of single neurons.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.