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A database and deep learning toolbox for noise-optimized, generalized spike inference from calcium imaging

Inference of action potentials (‘spikes’) from neuronal calcium signals is complicated by the scarcity of simultaneous measurements of action potentials and calcium signals (‘ground truth’). We compiled a large, diverse ground-truth database from publicly available and newly performed recordings in...

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Detalles Bibliográficos
Autores principales: Rupprecht, Peter, Carta, Stefano, Hoffmann, Adrian, Echizen, Mayumi, Blot, Antonin, Kwan, Alex C., Dan, Yang, Hofer, Sonja B., Kitamura, Kazuo, Helmchen, Fritjof, Friedrich, Rainer W.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7611618/
https://www.ncbi.nlm.nih.gov/pubmed/34341584
http://dx.doi.org/10.1038/s41593-021-00895-5